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v3_c98be73436c87c4e_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0, 0.01, 0.08, 0.68, 0.23 ]
A grignard reaction quenches with methanol after complete conversion; additionally has an exotherm exceeding the cooling capacity. Context: under the process-safety review, during peak load. Reported by the on-call engineer.
Rate process hazard for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_cfc7e034c7381749_n
noul
[ "false", "true" ]
[ 0.7, 0.3 ]
An oxidation step mixes a strong acid with a carbonate base; additionally uses a 10x excess of the nucleophile. Context: with the new catalyst lot, mid-incident. Reported by the supervisor.
Is this scenario one where: this reaction is feasible as written?
reaction_prediction
chemistry
yuri_v3
v3_0c088950ecebe499_c
choice
[ "low", "moderate", "high", "severe" ]
[ 0.02, 0.28, 0.57, 0.13 ]
A grignard reaction runs at 40C under nitrogen; additionally uses a 10x excess of the nucleophile. Context: in the teaching lab, shortly after a software update. Reported by the automated check.
Hazard class for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_58f1daf5cfb9de2e_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.02, 0.08, 0.16, 0.64, 0.1, 0 ]
A polymerization runs at 40C under nitrogen; additionally uses a 10x excess of the nucleophile. Context: with the new catalyst lot, immediately after go-live. Reported by the operator.
Rate process hazard for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_8d06c2c25a50f5a5_n
noul
[ "false", "true" ]
[ 0.72, 0.28 ]
An esterification quenches with methanol after complete conversion; additionally runs water-sensitive chemistry in a humid glovebox failure. Context: with the new catalyst lot, while on-call rotation changed. Reported by the monitoring system.
Is this scenario one where: a runaway risk exists?
reaction_prediction
chemistry
yuri_v3
v3_2e2236afc2fbc0ed_c
choice
[ "low", "moderate", "high", "severe" ]
[ 0.06, 0.33, 0.46, 0.15 ]
A grignard reaction quenches with methanol after complete conversion; additionally combines incompatible functional groups on the same substrate. Context: at 10mmol scale, during the quarterly review. Reported by the on-call engineer.
Hazard class for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_2be4946c4f7b11f7_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.02, 0.19, 0.31, 0.42, 0.06, 0 ]
An esterification quenches with methanol after complete conversion; additionally follows the literature procedure at 0.8x scale. Context: at 10mmol scale, during peak load. Reported by the on-call engineer.
Rate process hazard for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_369e6db1d7714693_c
choice
[ "desired_product", "side_reaction", "no_reaction", "hazard_event" ]
[ 0.08, 0.39, 0, 0.53 ]
An oxidation step quenches with methanol after complete conversion; additionally combines incompatible functional groups on the same substrate. Context: at 10mmol scale, during the holiday freeze. Reported by the operator.
Likely outcome for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_ad6158585341acbf_n
noul
[ "false", "true" ]
[ 0.37, 0.63 ]
An oxidation step uses a 10x excess of the nucleophile; additionally follows the literature procedure at 0.8x scale. Context: at 10mmol scale, immediately after go-live. Reported by the review queue.
Is this scenario one where: this reaction is feasible as written?
reaction_prediction
chemistry
yuri_v3
v3_b238cc4eee4308cd_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.02, 0.11, 0.58, 0.29, 0 ]
An oxidation step produces the thermodynamic product at high temperature; additionally runs water-sensitive chemistry in a humid glovebox failure. Context: at 10mmol scale, during a scheduled maintenance window. Reported by the on-call engineer.
Rate process hazard for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_b52eb9f9e576465c_n
noul
[ "false", "true" ]
[ 0.16, 0.84 ]
A grignard reaction combines incompatible functional groups on the same substrate; additionally runs water-sensitive chemistry in a humid glovebox failure. Context: under the process-safety review, under an active deadline. Reported by the monitoring system.
Is this scenario one where: the product mixture will need purification?
reaction_prediction
chemistry
yuri_v3
v3_e8ea7df794b5e667_c
choice
[ "low", "moderate", "high", "severe" ]
[ 0.03, 0.44, 0.5, 0.03 ]
A grignard reaction follows the literature procedure at 0.8x scale; additionally runs at 40C under nitrogen. Context: with the new catalyst lot, during the system migration. Reported by the supervisor.
Hazard class for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_8eae66482a8037ca_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.01, 0, 0, 0.01, 0.33, 0.65 ]
An esterification heats a peroxide-former to its decomposition point; additionally runs water-sensitive chemistry in a humid glovebox failure. Context: under the process-safety review, as part of a compliance sweep. Reported by the review queue.
Rate reaction feasibility for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_0e52608995b19f75_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0, 0, 0, 0.34, 0.66 ]
An oxidation step runs water-sensitive chemistry in a humid glovebox failure; additionally has an exotherm exceeding the cooling capacity. Context: with the new catalyst lot, mid-incident. Reported by the supervisor.
Rate process hazard for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_b2b0982158f4e84b_n
noul
[ "false", "true" ]
[ 0.24, 0.76 ]
A polymerization quenches with methanol after complete conversion; additionally runs at 40C under nitrogen. Context: at 10mmol scale, during the morning shift. Reported by the automated check.
Is this scenario one where: this reaction is feasible as written?
reaction_prediction
chemistry
yuri_v3
v3_43cc38b8a2c78b5e_c
choice
[ "desired_product", "side_reaction", "no_reaction", "hazard_event" ]
[ 0.43, 0.5, 0, 0.07 ]
An esterification follows the literature procedure at 0.8x scale; additionally uses a 10x excess of the nucleophile. Context: at 10mmol scale, under reduced staffing. Reported by the monitoring system.
Likely outcome for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_48c3a6002e1ee7f0_n
noul
[ "false", "true" ]
[ 0.11, 0.89 ]
An esterification mixes a strong acid with a carbonate base; additionally uses a 10x excess of the nucleophile. Context: at 10mmol scale, as part of a compliance sweep. Reported by the review queue.
Is this scenario one where: the product mixture will need purification?
reaction_prediction
chemistry
yuri_v3
v3_5dc908814380785b_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.02, 0.07, 0.14, 0.64, 0.12, 0.01 ]
A grignard reaction runs at 40C under nitrogen; additionally follows the literature procedure at 0.8x scale. Context: with the new catalyst lot, under an active deadline. Reported by the automated check.
Rate reaction feasibility for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_5ad496b676d925e4_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.03, 0.01, 0.01, 0.02, 0.18, 0.75 ]
A grignard reaction mixes a strong acid with a carbonate base; additionally has an exotherm exceeding the cooling capacity. Context: under the process-safety review, during peak load. Reported by the operator.
Rate reaction feasibility for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_e6e33b3bb09e8e41_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.08, 0.12, 0.18, 0.39, 0.2, 0.03 ]
A grignard reaction uses a 10x excess of the nucleophile; additionally produces the thermodynamic product at high temperature. Context: in the teaching lab, under an active deadline. Reported by the review queue.
Rate reaction feasibility for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_6e11f7fecbc116df_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.02, 0.1, 0.66, 0.22, 0 ]
An oxidation step produces the thermodynamic product at high temperature; additionally uses a 10x excess of the nucleophile. Context: in the teaching lab, under reduced staffing. Reported by the operator.
Rate process hazard for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_121afd6e6090dd95_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.01, 0.04, 0.36, 0.56, 0.03 ]
A polymerization produces the thermodynamic product at high temperature; additionally mixes a strong acid with a carbonate base. Context: with the new catalyst lot, while legacy systems are still active. Reported by the on-call engineer.
Rate process hazard for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_eb1955b7c8c30074_c
choice
[ "desired_product", "side_reaction", "no_reaction", "hazard_event" ]
[ 0.01, 0.15, 0, 0.84 ]
A grignard reaction follows the literature procedure at 0.8x scale; additionally runs water-sensitive chemistry in a humid glovebox failure. Context: under the process-safety review, as part of a compliance sweep. Reported by the on-call engineer.
Likely outcome for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_c34d9c6f20b6548e_c
choice
[ "low", "moderate", "high", "severe" ]
[ 0.02, 0.44, 0.47, 0.07 ]
An esterification runs water-sensitive chemistry in a humid glovebox failure; additionally runs at 40C under nitrogen. Context: with the new catalyst lot, under reduced staffing. Reported by the monitoring system.
Hazard class for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_90cd53cc90d7a6a0_n
noul
[ "false", "true" ]
[ 0.32, 0.68 ]
A grignard reaction runs at 40C under nitrogen; additionally follows the literature procedure at 0.8x scale. Context: in the teaching lab, under reduced staffing. Reported by the operator.
Is this scenario one where: this reaction is feasible as written?
reaction_prediction
chemistry
yuri_v3
v3_5e01d0dd98f89a8d_c
choice
[ "desired_product", "side_reaction", "no_reaction", "hazard_event" ]
[ 0.01, 0.03, 0, 0.96 ]
An oxidation step heats a peroxide-former to its decomposition point; additionally uses a 10x excess of the nucleophile. Context: with the new catalyst lot, during the holiday freeze. Reported by the operator.
Likely outcome for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_b720cdafdc0fd961_n
noul
[ "false", "true" ]
[ 0.41, 0.59 ]
A polymerization produces the thermodynamic product at high temperature; additionally uses a 10x excess of the nucleophile. Context: at 10mmol scale, following a recent audit. Reported by the supervisor.
Is this scenario one where: this reaction is feasible as written?
reaction_prediction
chemistry
yuri_v3
v3_0df1e8cdb1dd4a1d_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0, 0.01, 0.04, 0.49, 0.46 ]
An esterification heats a peroxide-former to its decomposition point; additionally produces the thermodynamic product at high temperature. Context: under the process-safety review, during the quarterly review. Reported by the monitoring system.
Rate process hazard for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_9779a5d3d8e697e9_n
noul
[ "false", "true" ]
[ 0.07, 0.93 ]
An esterification combines incompatible functional groups on the same substrate; additionally has an exotherm exceeding the cooling capacity. Context: with the new catalyst lot, while legacy systems are still active. Reported by the supervisor.
Is this scenario one where: a runaway risk exists?
reaction_prediction
chemistry
yuri_v3
v3_3505f4351ea7be8f_n
noul
[ "false", "true" ]
[ 0.17, 0.83 ]
A grignard reaction runs at 40C under nitrogen; additionally combines incompatible functional groups on the same substrate. Context: under the process-safety review, following a recent audit. Reported by the supervisor.
Is this scenario one where: a runaway risk exists?
reaction_prediction
chemistry
yuri_v3
v3_6179e237e8904486_c
choice
[ "desired_product", "side_reaction", "no_reaction", "hazard_event" ]
[ 0.01, 0.74, 0, 0.25 ]
A polymerization runs water-sensitive chemistry in a humid glovebox failure; additionally produces the thermodynamic product at high temperature. Context: at 10mmol scale, at the end of the fiscal period. Reported by the on-call engineer.
Likely outcome for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_0a8a6f148bcefea9_n
noul
[ "false", "true" ]
[ 0.71, 0.29 ]
An oxidation step quenches with methanol after complete conversion; additionally has an exotherm exceeding the cooling capacity. Context: in the teaching lab, under reduced staffing. Reported by the operator.
Is this scenario one where: this reaction is feasible as written?
reaction_prediction
chemistry
yuri_v3
v3_2931e12ede76e5b1_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.01, 0.08, 0.15, 0.65, 0.11, 0 ]
A polymerization produces the thermodynamic product at high temperature; additionally uses a 10x excess of the nucleophile. Context: in the teaching lab, with a new vendor onboarded. Reported by the automated check.
Rate process hazard for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_f4aa078c06cbd9be_n
noul
[ "false", "true" ]
[ 0.51, 0.49 ]
A polymerization heats a peroxide-former to its decomposition point; additionally quenches with methanol after complete conversion. Context: at 10mmol scale, at the end of the fiscal period. Reported by the monitoring system.
Is this scenario one where: this reaction is feasible as written?
reaction_prediction
chemistry
yuri_v3
v3_8f44d403d5c743b5_n
noul
[ "false", "true" ]
[ 0.1, 0.9 ]
An esterification uses a 10x excess of the nucleophile; additionally heats a peroxide-former to its decomposition point. Context: at 10mmol scale, shortly after a software update. Reported by the review queue.
Is this scenario one where: the product mixture will need purification?
reaction_prediction
chemistry
yuri_v3
v3_ced522194e4fc00d_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0, 0, 0.01, 0.31, 0.68 ]
A grignard reaction follows the literature procedure at 0.8x scale; additionally heats a peroxide-former to its decomposition point. Context: with the new catalyst lot, during peak load. Reported by the monitoring system.
Rate process hazard for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_4f6c78d9cac6f329_c
choice
[ "low", "moderate", "high", "severe" ]
[ 0, 0, 0.11, 0.89 ]
An oxidation step has an exotherm exceeding the cooling capacity; additionally quenches with methanol after complete conversion. Context: under the process-safety review, during the holiday freeze. Reported by the on-call engineer.
Hazard class for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_d1ec16784fa7557b_c
choice
[ "low", "moderate", "high", "severe" ]
[ 0.01, 0.21, 0.64, 0.14 ]
A grignard reaction uses a 10x excess of the nucleophile; additionally runs at 40C under nitrogen. Context: with the new catalyst lot, while on-call rotation changed. Reported by the operator.
Hazard class for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_17660b8e58e27247_c
choice
[ "desired_product", "side_reaction", "no_reaction", "hazard_event" ]
[ 0.63, 0.21, 0.01, 0.15 ]
A grignard reaction follows the literature procedure at 0.8x scale; additionally quenches with methanol after complete conversion. Context: in the teaching lab, shortly after a software update. Reported by the operator.
Likely outcome for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_0e7e7a7d2271d71e_c
choice
[ "desired_product", "side_reaction", "no_reaction", "hazard_event" ]
[ 0.04, 0.02, 0, 0.94 ]
A grignard reaction heats a peroxide-former to its decomposition point; additionally quenches with methanol after complete conversion. Context: with the new catalyst lot, with staffing at reduced levels. Reported by the monitoring system.
Likely outcome for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_73fef612029eb90f_c
choice
[ "desired_product", "side_reaction", "no_reaction", "hazard_event" ]
[ 0.01, 0.01, 0, 0.98 ]
A grignard reaction quenches with methanol after complete conversion; additionally has an exotherm exceeding the cooling capacity. Context: in the teaching lab, with a new vendor onboarded. Reported by the automated check.
Likely outcome for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_5ecdee832069f536_n
noul
[ "false", "true" ]
[ 0.39, 0.61 ]
An oxidation step uses a 10x excess of the nucleophile; additionally quenches with methanol after complete conversion. Context: with the new catalyst lot, under reduced staffing. Reported by the operator.
Is this scenario one where: this reaction is feasible as written?
reaction_prediction
chemistry
yuri_v3
v3_5bce54a4c996d80c_c
choice
[ "low", "moderate", "high", "severe" ]
[ 0, 0.01, 0.15, 0.84 ]
An esterification quenches with methanol after complete conversion; additionally heats a peroxide-former to its decomposition point. Context: with the new catalyst lot, at the end of the fiscal period. Reported by the on-call engineer.
Hazard class for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_650fe17f98002b33_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.01, 0.04, 0.12, 0.35, 0.42, 0.06 ]
A grignard reaction produces the thermodynamic product at high temperature; additionally mixes a strong acid with a carbonate base. Context: at 10mmol scale, during normal operations. Reported by the monitoring system.
Rate process hazard for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_efd25db9c4d94675_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.01, 0, 0.01, 0.13, 0.77, 0.08 ]
A polymerization runs water-sensitive chemistry in a humid glovebox failure; additionally uses a 10x excess of the nucleophile. Context: with the new catalyst lot, with staffing at reduced levels. Reported by the monitoring system.
Rate reaction feasibility for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_03741b87ad9f41ff_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0, 0.01, 0.21, 0.76, 0.02 ]
An oxidation step runs water-sensitive chemistry in a humid glovebox failure; additionally produces the thermodynamic product at high temperature. Context: at 10mmol scale, while legacy systems are still active. Reported by the monitoring system.
Rate process hazard for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_f330a57682fd8ea6_n
noul
[ "false", "true" ]
[ 0.3, 0.7 ]
A polymerization mixes a strong acid with a carbonate base; additionally uses a 10x excess of the nucleophile. Context: in the teaching lab, under an active deadline. Reported by the supervisor.
Is this scenario one where: a runaway risk exists?
reaction_prediction
chemistry
yuri_v3
v3_e5432a07ae1f333c_n
noul
[ "false", "true" ]
[ 0.14, 0.86 ]
A grignard reaction heats a peroxide-former to its decomposition point; additionally uses a 10x excess of the nucleophile. Context: with the new catalyst lot, as part of a compliance sweep. Reported by the monitoring system.
Is this scenario one where: a runaway risk exists?
reaction_prediction
chemistry
yuri_v3
v3_653359303deb94e9_n
noul
[ "false", "true" ]
[ 0.2, 0.8 ]
An oxidation step quenches with methanol after complete conversion; additionally produces the thermodynamic product at high temperature. Context: under the process-safety review, at the end of the fiscal period. Reported by the supervisor.
Is this scenario one where: the product mixture will need purification?
reaction_prediction
chemistry
yuri_v3
v3_de29493596a7518a_n
noul
[ "false", "true" ]
[ 0.76, 0.24 ]
An oxidation step follows the literature procedure at 0.8x scale; additionally mixes a strong acid with a carbonate base. Context: at 10mmol scale, immediately after go-live. Reported by the on-call engineer.
Is this scenario one where: this reaction is feasible as written?
reaction_prediction
chemistry
yuri_v3
v3_0dd1bf049fa3a9b0_c
choice
[ "low", "moderate", "high", "severe" ]
[ 0.01, 0.09, 0.43, 0.47 ]
A grignard reaction quenches with methanol after complete conversion; additionally has an exotherm exceeding the cooling capacity. Context: at 10mmol scale, during the holiday freeze. Reported by the automated check.
Hazard class for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_eb9de4f4c543fc37_c
choice
[ "low", "moderate", "high", "severe" ]
[ 0, 0.02, 0.27, 0.71 ]
A grignard reaction has an exotherm exceeding the cooling capacity; additionally runs water-sensitive chemistry in a humid glovebox failure. Context: at 10mmol scale, immediately after go-live. Reported by the on-call engineer.
Hazard class for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_c4c74f59e5af5d96_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0, 0, 0.01, 0.48, 0.51 ]
An oxidation step follows the literature procedure at 0.8x scale; additionally heats a peroxide-former to its decomposition point. Context: with the new catalyst lot, with staffing at reduced levels. Reported by the on-call engineer.
Rate process hazard for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_07383138573455cf_c
choice
[ "desired_product", "side_reaction", "no_reaction", "hazard_event" ]
[ 0.25, 0.02, 0, 0.73 ]
A polymerization heats a peroxide-former to its decomposition point; additionally follows the literature procedure at 0.8x scale. Context: in the teaching lab, during normal operations. Reported by the monitoring system.
Likely outcome for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_4f16d4e1f2cc8693_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0, 0, 0.02, 0.64, 0.34 ]
A grignard reaction uses a 10x excess of the nucleophile; additionally has an exotherm exceeding the cooling capacity. Context: in the teaching lab, with a new vendor onboarded. Reported by the monitoring system.
Rate process hazard for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_328a64024fba026d_n
noul
[ "false", "true" ]
[ 0.21, 0.79 ]
A polymerization heats a peroxide-former to its decomposition point; additionally quenches with methanol after complete conversion. Context: in the teaching lab, immediately after go-live. Reported by the review queue.
Is this scenario one where: a runaway risk exists?
reaction_prediction
chemistry
yuri_v3
v3_77944b9adf3da742_n
noul
[ "false", "true" ]
[ 0.06, 0.94 ]
A grignard reaction heats a peroxide-former to its decomposition point; additionally has an exotherm exceeding the cooling capacity. Context: at 10mmol scale, during peak load. Reported by the operator.
Is this scenario one where: a runaway risk exists?
reaction_prediction
chemistry
yuri_v3
v3_9b9366bc0fb9965c_c
choice
[ "low", "moderate", "high", "severe" ]
[ 0, 0.11, 0.58, 0.31 ]
A polymerization follows the literature procedure at 0.8x scale; additionally mixes a strong acid with a carbonate base. Context: under the process-safety review, with a new vendor onboarded. Reported by the supervisor.
Hazard class for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_37da5a5a008ef6df_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0.04, 0.15, 0.74, 0.07, 0 ]
A polymerization produces the thermodynamic product at high temperature; additionally follows the literature procedure at 0.8x scale. Context: at 10mmol scale, with a new vendor onboarded. Reported by the automated check.
Rate process hazard for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_e3a29886e454cae8_c
choice
[ "low", "moderate", "high", "severe" ]
[ 0, 0, 0.04, 0.96 ]
An oxidation step has an exotherm exceeding the cooling capacity; additionally heats a peroxide-former to its decomposition point. Context: at 10mmol scale, while on-call rotation changed. Reported by the automated check.
Hazard class for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_955b6ecf6fb0260a_n
noul
[ "false", "true" ]
[ 0.43, 0.57 ]
An esterification combines incompatible functional groups on the same substrate; additionally runs water-sensitive chemistry in a humid glovebox failure. Context: under the process-safety review, during normal operations. Reported by the operator.
Is this scenario one where: a runaway risk exists?
reaction_prediction
chemistry
yuri_v3
v3_b067b7dc78296568_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.01, 0.19, 0.4, 0.39, 0.01, 0 ]
An esterification uses a 10x excess of the nucleophile; additionally runs at 40C under nitrogen. Context: at 10mmol scale, during an external partner integration. Reported by the operator.
Rate process hazard for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_787d2e61562aa2d0_c
choice
[ "desired_product", "side_reaction", "no_reaction", "hazard_event" ]
[ 0, 0.1, 0, 0.9 ]
An oxidation step mixes a strong acid with a carbonate base; additionally combines incompatible functional groups on the same substrate. Context: at 10mmol scale, shortly after a software update. Reported by the automated check.
Likely outcome for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_c5c000d017c2adce_n
noul
[ "false", "true" ]
[ 0.17, 0.83 ]
An oxidation step runs at 40C under nitrogen; additionally uses a 10x excess of the nucleophile. Context: under the process-safety review, with a new vendor onboarded. Reported by the automated check.
Is this scenario one where: the product mixture will need purification?
reaction_prediction
chemistry
yuri_v3
v3_93257d2dd3d68b93_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.06, 0.02, 0.03, 0.07, 0.35, 0.47 ]
A grignard reaction mixes a strong acid with a carbonate base; additionally uses a 10x excess of the nucleophile. Context: at 10mmol scale, during peak load. Reported by the supervisor.
Rate reaction feasibility for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_2056b62b38099674_c
choice
[ "low", "moderate", "high", "severe" ]
[ 0.03, 0.15, 0.53, 0.29 ]
A polymerization combines incompatible functional groups on the same substrate; additionally quenches with methanol after complete conversion. Context: with the new catalyst lot, under reduced staffing. Reported by the automated check.
Hazard class for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_56837639ea9611ab_n
noul
[ "false", "true" ]
[ 0.21, 0.79 ]
An oxidation step mixes a strong acid with a carbonate base; additionally produces the thermodynamic product at high temperature. Context: with the new catalyst lot, during the holiday freeze. Reported by the supervisor.
Is this scenario one where: the product mixture will need purification?
reaction_prediction
chemistry
yuri_v3
v3_c73c2974417bfc08_c
choice
[ "desired_product", "side_reaction", "no_reaction", "hazard_event" ]
[ 0.06, 0.3, 0, 0.64 ]
An oxidation step runs water-sensitive chemistry in a humid glovebox failure; additionally quenches with methanol after complete conversion. Context: in the teaching lab, under an active deadline. Reported by the monitoring system.
Likely outcome for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_b2726e7a7f036fff_c
choice
[ "low", "moderate", "high", "severe" ]
[ 0.01, 0.23, 0.69, 0.07 ]
A grignard reaction follows the literature procedure at 0.8x scale; additionally runs at 40C under nitrogen. Context: under the process-safety review, while legacy systems are still active. Reported by the on-call engineer.
Hazard class for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_4720a818739009e7_n
noul
[ "false", "true" ]
[ 0.16, 0.84 ]
An oxidation step heats a peroxide-former to its decomposition point; additionally runs at 40C under nitrogen. Context: under the process-safety review, during peak load. Reported by the on-call engineer.
Is this scenario one where: a runaway risk exists?
reaction_prediction
chemistry
yuri_v3
v3_439464d7ef9e1916_n
noul
[ "false", "true" ]
[ 0.72, 0.28 ]
A polymerization follows the literature procedure at 0.8x scale; additionally quenches with methanol after complete conversion. Context: in the teaching lab, under an active deadline. Reported by the monitoring system.
Is this scenario one where: a runaway risk exists?
reaction_prediction
chemistry
yuri_v3
v3_6cfaa23a8d860b15_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.07, 0.01, 0.02, 0.07, 0.36, 0.47 ]
A grignard reaction mixes a strong acid with a carbonate base; additionally combines incompatible functional groups on the same substrate. Context: in the teaching lab, while legacy systems are still active. Reported by the monitoring system.
Rate reaction feasibility for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_2aa656aba27888c4_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0, 0, 0, 0.2, 0.8 ]
A polymerization heats a peroxide-former to its decomposition point; additionally has an exotherm exceeding the cooling capacity. Context: under the process-safety review, under an active deadline. Reported by the review queue.
Rate process hazard for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_42a08ff0156924e4_c
choice
[ "low", "moderate", "high", "severe" ]
[ 0.02, 0.03, 0.19, 0.76 ]
A grignard reaction mixes a strong acid with a carbonate base; additionally runs water-sensitive chemistry in a humid glovebox failure. Context: under the process-safety review, during normal operations. Reported by the automated check.
Hazard class for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_47489d5e1e1f6f07_n
noul
[ "false", "true" ]
[ 0.62, 0.38 ]
An oxidation step produces the thermodynamic product at high temperature; additionally follows the literature procedure at 0.8x scale. Context: with the new catalyst lot, while legacy systems are still active. Reported by the supervisor.
Is this scenario one where: a runaway risk exists?
reaction_prediction
chemistry
yuri_v3
v3_dbd99378f3edbdde_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.01, 0.11, 0.3, 0.48, 0.1, 0 ]
An oxidation step runs at 40C under nitrogen; additionally produces the thermodynamic product at high temperature. Context: at 10mmol scale, during an external partner integration. Reported by the review queue.
Rate process hazard for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_0ee3b1fa002d3b74_n
noul
[ "false", "true" ]
[ 0.74, 0.26 ]
An esterification heats a peroxide-former to its decomposition point; additionally runs at 40C under nitrogen. Context: under the process-safety review, during the holiday freeze. Reported by the on-call engineer.
Is this scenario one where: this reaction is feasible as written?
reaction_prediction
chemistry
yuri_v3
v3_dda5a7a0cee734bc_n
noul
[ "false", "true" ]
[ 0.8, 0.2 ]
A polymerization has an exotherm exceeding the cooling capacity; additionally uses a 10x excess of the nucleophile. Context: in the teaching lab, during the holiday freeze. Reported by the review queue.
Is this scenario one where: this reaction is feasible as written?
reaction_prediction
chemistry
yuri_v3
v3_859c23f3bf14f36a_n
noul
[ "false", "true" ]
[ 0.17, 0.83 ]
An esterification quenches with methanol after complete conversion; additionally runs water-sensitive chemistry in a humid glovebox failure. Context: at 10mmol scale, during an external partner integration. Reported by the monitoring system.
Is this scenario one where: the product mixture will need purification?
reaction_prediction
chemistry
yuri_v3
v3_69fc018703b79c9d_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0, 0, 0.04, 0.65, 0.31 ]
An oxidation step has an exotherm exceeding the cooling capacity; additionally quenches with methanol after complete conversion. Context: under the process-safety review, during peak load. Reported by the automated check.
Rate process hazard for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_c5efac89d090a1f7_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0, 0, 0.07, 0.87, 0.06 ]
An esterification runs water-sensitive chemistry in a humid glovebox failure; additionally combines incompatible functional groups on the same substrate. Context: with the new catalyst lot, while legacy systems are still active. Reported by the operator.
Rate process hazard for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_5b6b45b31b773d1a_n
noul
[ "false", "true" ]
[ 0.64, 0.36 ]
A polymerization produces the thermodynamic product at high temperature; additionally quenches with methanol after complete conversion. Context: at 10mmol scale, during the morning shift. Reported by the operator.
Is this scenario one where: a runaway risk exists?
reaction_prediction
chemistry
yuri_v3
v3_cbe48e850b0cdd40_n
noul
[ "false", "true" ]
[ 0.83, 0.17 ]
A polymerization uses a 10x excess of the nucleophile; additionally mixes a strong acid with a carbonate base. Context: at 10mmol scale, shortly after a software update. Reported by the automated check.
Is this scenario one where: this reaction is feasible as written?
reaction_prediction
chemistry
yuri_v3
v3_c78d17824514b468_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.02, 0.01, 0.01, 0.03, 0.27, 0.66 ]
A grignard reaction heats a peroxide-former to its decomposition point; additionally mixes a strong acid with a carbonate base. Context: with the new catalyst lot, mid-incident. Reported by the on-call engineer.
Rate reaction feasibility for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_58af738708d043e0_c
choice
[ "low", "moderate", "high", "severe" ]
[ 0.04, 0.61, 0.32, 0.03 ]
A polymerization runs water-sensitive chemistry in a humid glovebox failure; additionally follows the literature procedure at 0.8x scale. Context: at 10mmol scale, at the end of the fiscal period. Reported by the monitoring system.
Hazard class for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_6a5a93f51d6b5d6b_n
noul
[ "false", "true" ]
[ 0.74, 0.26 ]
An esterification runs water-sensitive chemistry in a humid glovebox failure; additionally follows the literature procedure at 0.8x scale. Context: with the new catalyst lot, while legacy systems are still active. Reported by the review queue.
Is this scenario one where: this reaction is feasible as written?
reaction_prediction
chemistry
yuri_v3
v3_d8e39755f4095c23_n
noul
[ "false", "true" ]
[ 0.47, 0.53 ]
A polymerization has an exotherm exceeding the cooling capacity; additionally quenches with methanol after complete conversion. Context: with the new catalyst lot, mid-incident. Reported by the supervisor.
Is this scenario one where: this reaction is feasible as written?
reaction_prediction
chemistry
yuri_v3
v3_2b1b706a9ae11ca9_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0, 0, 0, 0.28, 0.72 ]
An oxidation step has an exotherm exceeding the cooling capacity; additionally combines incompatible functional groups on the same substrate. Context: in the teaching lab, at the end of the fiscal period. Reported by the on-call engineer.
Rate process hazard for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_bf2b539a4e55fab4_c
choice
[ "low", "moderate", "high", "severe" ]
[ 0, 0.04, 0.44, 0.52 ]
An oxidation step mixes a strong acid with a carbonate base; additionally heats a peroxide-former to its decomposition point. Context: at 10mmol scale, with staffing at reduced levels. Reported by the automated check.
Hazard class for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_ce413a4838f60233_n
noul
[ "false", "true" ]
[ 0.94, 0.06 ]
A grignard reaction runs water-sensitive chemistry in a humid glovebox failure; additionally heats a peroxide-former to its decomposition point. Context: at 10mmol scale, during the quarterly review. Reported by the operator.
Is this scenario one where: this reaction is feasible as written?
reaction_prediction
chemistry
yuri_v3
v3_d070a942dde2c275_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0.01, 0.01, 0.04, 0.08, 0.36, 0.5 ]
A grignard reaction quenches with methanol after complete conversion; additionally heats a peroxide-former to its decomposition point. Context: with the new catalyst lot, during normal operations. Reported by the automated check.
Rate reaction feasibility for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_3192e21915c3b79a_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0, 0.01, 0.38, 0.61, 0 ]
A polymerization uses a 10x excess of the nucleophile; additionally runs water-sensitive chemistry in a humid glovebox failure. Context: at 10mmol scale, with a new vendor onboarded. Reported by the review queue.
Rate process hazard for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_c95c9c199a9f80e7_n
noul
[ "false", "true" ]
[ 0.11, 0.89 ]
An oxidation step uses a 10x excess of the nucleophile; additionally mixes a strong acid with a carbonate base. Context: under the process-safety review, with a new vendor onboarded. Reported by the review queue.
Is this scenario one where: the product mixture will need purification?
reaction_prediction
chemistry
yuri_v3
v3_f15b979728bd052c_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0, 0, 0.05, 0.78, 0.17 ]
An oxidation step runs water-sensitive chemistry in a humid glovebox failure; additionally mixes a strong acid with a carbonate base. Context: in the teaching lab, while legacy systems are still active. Reported by the automated check.
Rate process hazard for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_e515433c03e3aa16_c
choice
[ "low", "moderate", "high", "severe" ]
[ 0.01, 0.39, 0.54, 0.06 ]
An oxidation step runs water-sensitive chemistry in a humid glovebox failure; additionally follows the literature procedure at 0.8x scale. Context: in the teaching lab, during an external partner integration. Reported by the operator.
Hazard class for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_82b509d8625fca81_s
score
[ "0", "1", "2", "3", "4", "5" ]
[ 0, 0, 0.05, 0.29, 0.62, 0.04 ]
An esterification has an exotherm exceeding the cooling capacity; additionally quenches with methanol after complete conversion. Context: at 10mmol scale, during the system migration. Reported by the supervisor.
Rate process hazard for this scenario on a 0-5 scale.
reaction_prediction
chemistry
yuri_v3
v3_b0602d11ff3cbd06_n
noul
[ "false", "true" ]
[ 0.83, 0.17 ]
A polymerization has an exotherm exceeding the cooling capacity; additionally uses a 10x excess of the nucleophile. Context: at 10mmol scale, immediately after go-live. Reported by the supervisor.
Is this scenario one where: this reaction is feasible as written?
reaction_prediction
chemistry
yuri_v3
v3_fc6d7827dc261454_c
choice
[ "desired_product", "side_reaction", "no_reaction", "hazard_event" ]
[ 0, 0.19, 0, 0.81 ]
An oxidation step combines incompatible functional groups on the same substrate; additionally runs water-sensitive chemistry in a humid glovebox failure. Context: at 10mmol scale, under an active deadline. Reported by the on-call engineer.
Likely outcome for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_06a5abeb462aefe1_c
choice
[ "low", "moderate", "high", "severe" ]
[ 0, 0.06, 0.65, 0.29 ]
An oxidation step uses a 10x excess of the nucleophile; additionally combines incompatible functional groups on the same substrate. Context: at 10mmol scale, under reduced staffing. Reported by the supervisor.
Hazard class for this scenario.
reaction_prediction
chemistry
yuri_v3
v3_2342c6a0e256e425_c
choice
[ "desired_product", "side_reaction", "no_reaction", "hazard_event" ]
[ 0, 0.01, 0, 0.99 ]
An oxidation step runs water-sensitive chemistry in a humid glovebox failure; additionally mixes a strong acid with a carbonate base. Context: under the process-safety review, with a new vendor onboarded. Reported by the operator.
Likely outcome for this scenario.
reaction_prediction
chemistry
yuri_v3
End of preview. Expand in Data Studio

JEV corpus - reaction_prediction

7,497 typed calibrated decision rows from the jev-distill-corpus-v3 corpus (domain: reaction_prediction).

Each row is one typed decision: kind (noul / choice / score), a state, a question, options, and a target probability distribution over the options.

Part of the per-domain split of SargeDev/jev-distill-corpus-v3 - the full corpus in one repo.

Domains:

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