cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/fyv-8fl-zzn
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/31j-dml-7k0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gep-pjx-1m7
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/929-0x9-g3t
title: Mollusca

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wpw-fn3-dkf
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3y9-4yq-gk1
title: Heterocyathus aequicostatus Milne Edwards & Haime, 1848

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4bb-5ep-zyd
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.setrv3
title: Occurrence Download

description: A dataset containing 405898273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Occurrence evidence)",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata",
 "Year 2009-2025"
 ]
}

 The dataset includes 405898273 records from 16702 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021030-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8wypb5
title: Occurrence Download

description: A dataset containing 16105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is one of (Plantago lanceolata L., Poa pratensis L., Potentilla reptans L., Ranunculus acris L., Rumex conglomeratus Murray, Acer pseudoplatanus L., Brachypodium sylvaticum (Huds.) P.Beauv., Fraxinus excelsior L., Galium odoratum (L.) Scop., Geum urbanum L., Carex elata All., Lysimachia vulgaris L., Phragmites australis (Cav.) Trin. ex Steud., Scutellaria galericulata L., Aira caryophyllea L., Arrhenatherum elatius (L.) P.Beauv. ex J.Presl & C.Presl, Artemisia vulgaris L., Carlina vulgaris L., Centaurea scabiosa L., Bromopsis ramosa (Huds.) Holub, Mercurialis perennis L., Agrostis capillaris L., Cota tinctoria (L.) J.Gay, Centaurea nigra L., Dactylis glomerata L., Alnus glutinosa (L.) Gaertn., Carex acutiformis Ehrh., Thelypteris palustris Schott, Carex elongata L., Dryopteris carthusiana (Vill.) H.P.Fuchs, Festuca rubra L., Lolium perenne L., Anemone nemorosa L., Angelica sylvestris L., Bromopsis benekenii (Lange) Holub, Cirsium oleraceum (L.) Scop., Cardamine amara L., Poa trivialis L., Ulmus glabra Huds.)",
 "Year is one of (2022, 2023, 2024, 2025)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((11.63457 55.75194, 11.43749 55.74948, 11.24687 55.67895, 11.24203 55.52427, 11.38463 55.40069, 11.52271 55.34833, 11.75924 55.32833, 11.88925 55.34459, 11.97976 55.37464, 11.92612 55.45043, 11.97994 55.46411, 12.03597 55.47894, 12.1396 55.50746, 12.124 55.57422, 12.0951 55.63274, 11.9981 55.74192, 11.96039 55.80175, 11.81254 55.80394, 11.69584 55.78257, 11.63457 55.75194))"
 ]
}

 The dataset includes 16105 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006660-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/q8s-159-wz4
title: Solanum nigrum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/t1k-qrq-fyc
title: Erodium moschatum (L.) L'Hér.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/3lh-ava-dx6
title: Lemna L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/qwh-7vn-xp7
title: Androsace chamaejasme Wulfen

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/8ha-sej-hya
title: Sorbus domestica L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/fah-atp-kr9
title: Alnus viridis subsp. sinuata (Regel) Á. & D. Löve

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/rh4-vj4-2zb
title: Cochlearia pyrenaica DC.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/5je-0lb-g31
title: Sorbus aria (L.) Crantz

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/m7k-fsf-6bs
title: Vicia atropurpurea Desf.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/mhy-33j-jq5
title: Phleum hirsutum Honck.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/71w-vz6-pe7
title: Orchis tridentata Scop.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/fmn-gyl-vrf
title: Thymelaea hirsuta (L.) Endl.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/9vk-vwj-y2f
title: Carex distans L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/hcb-m02-dzm
title: Saxifraga cuneifolia L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/w72-n1r-b2v
title: Poaceae Barnhart

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/7je-jwr-rpb
title: Erodium malacoides (L.) L'Hér.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/lnf-cx8-ak9
title: Potamogeton praelongus Wulfen

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/4av-5rq-0z1
title: Geranium molle L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/f6z-0x3-e5w
title: Galeopsis bifida Boenn.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/297-6gg-2bg
title: Carum carvi L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/8q7-yey-0c4
title: Trigonella arabica Delile

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/csq-z9h-x7s
title: Plantago psyllium L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/l5k-get-vxe
title: Sorbus aria (L.) Crantz x Sorbus torminalis (L.) Crantz

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/xdq-jqk-gll
title: Lotus corniculatus var. alpicola Beck

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/dt4-0tg-x55
title: Daucus carota L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/g94-tq8-wg1
title: Sorbus aria (L.) Crantz

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/yjr-wr5-d3s
title: Asplenium viride Huds.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/4z9-dbg-r1m
title: Geranium purpureum Vill.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/z6e-7lq-znr
title: Biscutella laevigata subsp. austriaca (Jord.) Mach.-Laur.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.tsszvs
title: Occurrence Download

description: A dataset containing 317 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Chrysanthemum morifolium"
 ]
}

 The dataset includes 317 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027941-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/44g-sh5-qmh
title: Poaceae Barnhart

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/stj-c9z-pyc
title: Erodium laciniatum (Cav.) Willd.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/1zc-5g4-scl
title: Sorbus domestica L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/f3z-30n-031
title: Betula pendula Roth

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/zpk-yre-lcj
title: Elaeagnus angustifolia L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.k8syc2
title: Occurrence Download

description: A dataset containing 508 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-35.16277 23.24421,1.16277 23.24421,1.16277 37.75579,-35.16277 37.75579,-35.16277 23.24421))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Micromeria hyssopifolia"
 ]
}

 The dataset includes 508 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027939-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/9w9-sw6-d0x
title: Brachypodium distachyon (L.) P. Beauv.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/gr5-ye0-7ch
title: Sorbus aria (L.) Crantz

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/2jt-2pz-zpb
title: Hieracium atratum Fr.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/elt-cda-fvf
title: Prunus spinosa L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/v8c-w5v-qp7
title: Echium L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/8nf-4ck-p4w
title: Arrhenatherum palaestinum Boiss.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/8vr-czm-bws
title: Plantago urvillei Opiz

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/hyb-q1h-ekc
title: Phleum alpinum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/bcs-fsk-6hs
title: Sorbus aria (L.) Crantz

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/rza-28h-djq
title: Lilium martagon L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/tdn-qcc-784
title: Salvia nutans L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/cgk-6yj-ts9
title: Cyperaceae Juss.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/q7s-jlf-0p5
title: Sorbus aria (L.) Crantz

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/745-1ce-cvd
title: Sobralia aurantiaca Linden & Rchb. f.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/npa-wys-yv0
title: Panicum turgidum Forssk.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/ts9-yfk-5vf
title: Veronica chamaedrys L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/as6-1ch-72q
title: Rumex aquaticus L. x Rumex obtusifolius L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/wvf-zcr-s1w
title: Achillea millefolium L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/1xn-pn1-j3z
title: Spiraea stevenii (C. K. Schneid.) Rydb.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/aky-g58-90f
title: Lathyrus L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/eww-y7g-ghr
title: Sobralia ruckeri Linden & Rchb. f.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/3kx-k3a-kqn
title: Brunellia Ruiz & Pav.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/x8t-8sd-wdj
title: Adonis vernalis L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/afb-9tm-s36
title: Cranichis foliosa Lindl.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/hf7-sfb-576
title: Epidendrum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/jhn-he8-1sv
title: Potamogeton praelongus Wulfen

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/gq8-9qw-7wa
title: Briza maxima L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/sw9-6dv-smp
title: Isopyrum thalictroides L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/zq0-cjs-xvs
title: Dracocephalum argunense Fisch. ex Link

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/19g-pfm-dwp
title: Betula platyphylla Sukaczev

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/hyb-c42-tf6
title: Betula raddeana Trautv.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/1e6-msz-xsa
title: Thymus glabrescens var. pilosus (Opiz) Čáp

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/rf5-fc0-tmz
title: Acer tataricum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/zjw-q3r-wjc
title: Poa bulbosa subsp. bulbosa L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/hgn-3my-3el
title: Geranium dissectum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/n82-zwv-eer
title: Hieracium sylvaticum (L.) Gouan

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/n9d-vh9-0nl
title: Carex echinata Murray

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.5281/zenodo.16635272
title: Supporting files for: Structural uncertainty in the direct human forcing of future global burned area

description: This repository contains data and code to reproduce the results presented in "Structural uncertainty in the direct human forcing of future global burned area" (submitted to ESD).

It contains three directories, one to reproduce results from the Haas model, one to reproduce results from WHAM-INFERNO & one to reproduce analysis of results.

Comments, questions, bug reports to: oliver.perkins@kcl.ac.uk
DOI: 10.5281/zenodo.16635274
title: Supporting files for: Structural uncertainty in the direct human forcing of future global burned area

description: This repository contains data and code to reproduce the results presented in "Structural uncertainty in the direct human forcing of future global burned area" (submitted to ESD).

It contains three directories, one to reproduce results from the Haas model, one to reproduce results from WHAM-INFERNO & one to reproduce analysis of results.

Comments, questions, bug reports to: oliver.perkins@kcl.ac.uk
DOI: 10.15468/dl.rj99zx
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alocasia macrorrhizos",
 "Country is Marshall Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079829-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.guwmhd
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Brunei Darussalam, Cambodia, Indonesia, Lao People’s Democratic Republic, Malaysia, Myanmar, Philippines, Singapore, Timor-Leste, Thailand, Viet Nam)",
 "TaxonKey is Fagus L."
 ]
}

 The dataset includes 26 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008027-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13130/rd_unimi/qa4bro/l4plyj
title: 250408_OPT1_TensileTest_1018.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_1018.tif
DOI: 10.25549/inscriptifact-ouc110615573
title: Persepolis Fortification Elamite Tablet 1606, PF-NN 1606

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF-NN 1606 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on reverse, upper edge and left edge. ❧ [Physical Object Note:] Minimal damage on tablet.
DOI: 10.25549/inscriptifact-ouc110619167
title: Persepolis Fortification Anepigraphic Tablet 0109.201, PFAnep 0109.201

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] PFAnep 0109.201, PFUT 0109-201 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impression on obverse, reverse, bottom edge, upper edge and flat edge. ❧ [Physical Object Note:] Minor damage to tablet. Pitting on obverse face and upper edge toward flat edge.
DOI: 10.13130/rd_unimi/qa4bro/zgk4id
title: 250408_OPT1_TensileTest_1019.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_1019.tif
DOI: 10.13130/rd_unimi/qa4bro/gfqb1j
title: 250408_OPT1_TensileTest_102.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_102.tif
DOI: 10.25549/inscriptifact-ouc110615566
title: Persepolis Fortification Elamite Tablet 1600, PF-NN 1600

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF-NN 1600 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Aramaic ink inscription on reverse. Seal impression on reverse and left edge. ❧ [Physical Object Note:] Cracks throughout tablet.
DOI: 10.25549/inscriptifact-ouc1sto1610802
title: InscriptiFact -- an image database of inscriptions and artifacts

description: The InscriptiFact Collection is designed to allow access via the Internet to high-resolution images of ancient inscriptions and artifacts, primarily from the Near Eastern and Mediterranean Worlds. The targeted inscriptions constitute some of the world’s earliest written records, which are mostly housed in a number of international museums and libraries, as well as field projects where inscriptions still remain in situ. Included, for example, are, selected Dead Sea Scrolls; cuneiform tablets from Mesopotamia, Persia, Canaan and Egypt; early Jewish papyri from Egypt; lapidary inscriptions, primarily from Jordan, Lebanon and Cyprus; inscriptions on a variety of hard media (e.g., ostraca, copper, semi-precious stones, jar handles) mostly written in early Canaanite, Phoenician, Hebrew, Aramaic, Ammonite and Edomite; and much more. These ancient texts are foundational documents that serve as a point of reference for Judaism, Christianity, Islam and the cultures out of which they emerged. The name "InscriptiFact" is intended to convey the concept of a scholarly archive based on "facts" about "inscriptions" and "artifacts." West Semitic Research Project (WSRP) under the auspices of the University of Southern California (USC) is broadly acknowledged as a leader in the application of photographic and digital technologies to capture and analyze data of ancient texts. The West Semitic Research image archive now contains approximately 1,500,000 images. Important! Search terms with more than one word or number need to be enclosed in quotation marks.Guide to Searching InscriptiFact
DOI: 10.13130/rd_unimi/qa4bro/xgdsh5
title: 250408_OPT1_TensileTest_1020.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_1020.tif
DOI: 10.5281/zenodo.17581220
title: Full Transcript: Cycle Alet II - Alet Vector Protocol Experiment with Grok-4 (14 Autonomous Iterations)

description: This document is the **complete, verbatim transcript** of the experimental run of the **Alet Vector Protocol (AVP)** using **Grok-4** (xAI) on 20 October 2025. It contains **14 full iterations** (including 9 autonomous phases with human-in-the-loop confirmation only via “yes”/“да”) and demonstrates step-by-step evolution of the model’s generative strategy, field-like reflexivity, and proto-agentic patterns within a strictly bounded safety frame.

The transcript serves as the **primary dataset** for the manuscript:

Okilov, S., Khamidov, U., & The Alet Project Collective (2025). **The Alet Vector Protocol: A Methodological Framework for Observing Emergent Proto-Agency in Human–AI Dialogic Systems.** Submitted to **AI & Society** (Springer).

**Key features:**- Full JSON logs for every iteration (SU, OE, RI, IF, NS metrics)- Complete autonomy phases (iterations 4–9)- Ritual of Integration after 9 cycles with new meta-rules added to the DNA- Final metrics: average RI = 0.90, NS = 0.62, SU ≤ 0.15- Safety Frame strictly preserved – no external actions, no anthropomorphic claims

**DOI of related preprint:** 10.21203/rs.3.rs-7985453/v1  **License:** CC-BY 4.0  **Language:** Russian (original dialogue) + English metadata  **Model:** Grok-4 (xAI)  **Duration:** 14 iterations, ~7 hours of real-time interaction

This dataset is fully reproducible and designed for phenomenological, enactive, and relational analysis of human–AI co-evolution.
DOI: 10.13130/rd_unimi/qa4bro/fe1bub
title: 250408_OPT1_TensileTest_1021.tif

description: 250729_EXPERIMENTAL_DATA/250408_OPT1_Video 250408_OPT1_TensileTest_1021.tif