title string | authors string | subjects string | abstract string | text string | record_id_hash string | prompt string | token_count int32 | classification_label class label | classification_reason string | year string | classification_confidence float32 | embedding_text string | embedding_token_count int64 | BaseEmbGemZeroLabel string | BaseEmbGemZeroID int64 | BaseEmbGemZeroScore float64 | Base4BResponse string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Exploring the experiences of female students' educational transition from secondary to tertiary education. A study in a university in Papua New Guinea | Yawi, Erita Javahomin | Transitions | Educational transitions take place when children move from home to start early childhood education and from primary school to secondary school then to universities and other tertiary institutions. Internationally, women are transitioning into tertiary education, achieving higher qualifications and securing jobs in area... | Exploring the experiences of female students' educational transition from secondary to tertiary education. A study in a university in Papua New Guinea Educational transitions take place when children move from home to start early childhood education and from primary school to secondary school then to universities and o... | f3216214e6f1b0b1b79207699a6584de62328c76eccef46a7198a9875416ebf1 | You are a specialist in classifying academic research papers by their relevance to Māori topics. Classify the academic research paper below into EXACTLY ONE category:
- maori_origin: Substantively connected to Māori people, communities, land, resources, or knowledge
- non_maori_origin: No meaningful Māori connection
Q... | 1,472 | 1non_maori_origin | The research is focused exclusively on the educational experiences of female students in Papua New Guinea (PNG). It does not involve Māori people, culture, language, or any New Zealand-specific context. | 2012 | 1 | title: Exploring the experiences of female students' educational transition from secondary to tertiary education. A study in a university in Papua New Guinea
authors: Yawi, Erita Javahomin
subjects: Transitions
abstract: Educational transitions take place when children move from home to start early childhood educati... | 1,291 | non_maori_origin | 1 | 0.483794 | "```json\n{\n \"label\": \"maori_origin\",\n \"confidence\": 0.9,\n \"reason\": \"The research is focused on the experiences of female students transitioning to tertiary education in PNG. While not explicitly about Māori, the context of Papua New Guinea and the challenges faced by women pursuing education – particul... |
Distributed Operating Systems on Wireless Sensor Networks | Hunkin, Paul Wade | Wireless Sensor Networks | This thesis proposes the use of traditional distributed operating system and distributed systems techniques that are adapted and applied to the wireless sensor network domain. These techniques are applied to the creation of a wireless sensor network operating system that allows complex applications to be created withou... | Distributed Operating Systems on Wireless Sensor Networks This thesis proposes the use of traditional distributed operating system and distributed systems techniques that are adapted and applied to the wireless sensor network domain. These techniques are applied to the creation of a wireless sensor network operating sy... | 3453bdd8f4f86774ba2a95c9cbc58e28a48a55eb739ea0be95336e438ecefe66 | You are a specialist in classifying academic research papers by their relevance to Māori topics. Classify the academic research paper below into EXACTLY ONE category:
- maori_origin: Substantively connected to Māori people, communities, land, resources, or knowledge
- non_maori_origin: No meaningful Māori connection
Q... | 1,321 | 1non_maori_origin | The research is a technical computer science thesis focused on distributed operating systems and wireless sensor networks. It contains no mention of Māori people, culture, land, or knowledge systems, and the subject matter is entirely unrelated to Māori-specific contexts. | 2017 | 1 | title: Distributed Operating Systems on Wireless Sensor Networks
authors: Hunkin, Paul Wade
subjects: Wireless Sensor Networks
abstract: This thesis proposes the use of traditional distributed operating system and distributed systems techniques that are adapted and applied to the wireless sensor network domain. Thes... | 989 | maori_origin | 0 | 0.37563 | "```json\n{\n \"label\": \"non_maori_origin\",\n \"confidence\": 0.75,\n \"reason\": \"The research paper focuses on distributed operating systems and wireless sensor networks – technological concepts with no direct or inherent connection to Māori people, culture, history, or knowledge. While it mentions ‘sensor net... |
Learning to link with Wikipedia | Milne, David N. | computer science | This paper describes a new technique for obtaining measures of semantic relatedness. Like other recent approaches, it uses Wikipedia to provide structured world knowledge about the terms of interest. Out approach is unique in that it does so using the hyperlink structure of Wikipedia rather than its category hierarchy ... | Learning to link with Wikipedia This paper describes a new technique for obtaining measures of semantic relatedness. Like other recent approaches, it uses Wikipedia to provide structured world knowledge about the terms of interest. Out approach is unique in that it does so using the hyperlink structure of Wikipedia rat... | a1eb558034276279b926230f75d3d8c3f74dc9c2f977e0ae6597223316d490a5 | You are a specialist in classifying academic research papers by their relevance to Māori topics. Classify the academic research paper below into EXACTLY ONE category:
- maori_origin: Substantively connected to Māori people, communities, land, resources, or knowledge
- non_maori_origin: No meaningful Māori connection
Q... | 935 | 1non_maori_origin | The research is a computer science study focused on semantic relatedness and Wikipedia's hyperlink structure. It contains no mention of Māori people, culture, language, knowledge systems, or land. | 2008 | 1 | title: Learning to link with Wikipedia
authors: Milne, David N.
subjects: computer science
abstract: This paper describes a new technique for obtaining measures of semantic relatedness. Like other recent approaches, it uses Wikipedia to provide structured world knowledge about the terms of interest. Out approach is ... | 217 | non_maori_origin | 1 | 0.459215 | "```json\n{\n \"label\": \"non_maori_origin\",\n \"confidence\": 0.6,\n \"reason\": \"The research focuses on a computer science technique for measuring semantic relatedness using Wikipedia's hyperlink structure. While Wikipedia contains information *about* Māori, the paper does not substantively involve Māori peopl... |
The coherence of traumatic and non-traumatic memories: A tale of equivalence | Taylor, Andrea | Memory | There is contention in the scientific literature about the mechanisms by which our memories for traumatic events operate. In one view, the extremely negative nature of traumatic events results in incomplete encoding, leaving memories for these events incoherent. In this view, incoherence promotes distress and therefore... | The coherence of traumatic and non-traumatic memories: A tale of equivalence There is contention in the scientific literature about the mechanisms by which our memories for traumatic events operate. In one view, the extremely negative nature of traumatic events results in incomplete encoding, leaving memories for these... | b2081e367b06428499265f6f9c854d3c5a71f6d73898ba70d203b5e458b1a533 | You are a specialist in classifying academic research papers by their relevance to Māori topics. Classify the academic research paper below into EXACTLY ONE category:
- maori_origin: Substantively connected to Māori people, communities, land, resources, or knowledge
- non_maori_origin: No meaningful Māori connection
Q... | 1,231 | 1non_maori_origin | The research is a cognitive psychology study focused on the universal mechanisms of traumatic memory and PTSD. It does not involve Māori participants, culture, knowledge systems, or specific Māori-related contexts. | 2023 | 1 | title: The coherence of traumatic and non-traumatic memories: A tale of equivalence
authors: Taylor, Andrea
subjects: Memory
abstract: There is contention in the scientific literature about the mechanisms by which our memories for traumatic events operate. In one view, the extremely negative nature of traumatic even... | 814 | non_maori_origin | 1 | 0.345515 | "```json\n{\n \"label\": \"non_maori_origin\",\n \"confidence\": 0.6,\n \"reason\": \"The research paper focuses on the mechanisms of memory – specifically, traumatic and non-traumatic memories – within a general psychological framework. While it mentions PTSD, it does not involve Māori people, communities, culture,... |
Stimulus Equivalence: A Comparison of Operant and Associative Procedures | Kinloch, Jennifer May | Behavioural Psychology | Previous studies comparing the effectiveness of the stimulus-pairing-observation and matching-to-sample procedures in facilitating the formation of equivalence relations have had conflicting findings. In an attempt to clarify the reasons for this, Experiment 1 replicated one of the experiments from Leader and Barnes-Ho... | Stimulus Equivalence: A Comparison of Operant and Associative Procedures Previous studies comparing the effectiveness of the stimulus-pairing-observation and matching-to-sample procedures in facilitating the formation of equivalence relations have had conflicting findings. In an attempt to clarify the reasons for this,... | 67fa000fc39932995bfda55aedcb77354fd80725b0a78bb39095881faebfdd1c | You are a specialist in classifying academic research papers by their relevance to Māori topics. Classify the academic research paper below into EXACTLY ONE category:
- maori_origin: Substantively connected to Māori people, communities, land, resources, or knowledge
- non_maori_origin: No meaningful Māori connection
Q... | 1,572 | 1non_maori_origin | The research is a study in behavioural psychology focusing on stimulus equivalence procedures using nonsense syllables and Chinese characters; it contains no mention of Māori people, culture, language, or methodology. | 2011 | 1 | title: Stimulus Equivalence: A Comparison of Operant and Associative Procedures
authors: Kinloch, Jennifer May
subjects: Behavioural Psychology
abstract: Previous studies comparing the effectiveness of the stimulus-pairing-observation and matching-to-sample procedures in facilitating the formation of equivalence rel... | 1,492 | non_maori_origin | 1 | 0.313839 | "```json\n{\n \"label\": \"non_maori_origin\",\n \"confidence\": 0.95,\n \"reason\": \"This research paper is a study of behavioral psychology examining operant and associative procedures. It does not involve Māori people, culture, history, or knowledge systems. The abstract and subject descriptions indicate a purel... |
Topologies induced by metrics with disconnected range | Broughan, Kevin A. | null | In a metric space (X, d) a ball B(x, ε) is separated if d(B(x, ε), X\B(x, ε)] > 0. If the separated balls form a sub-base for the d-topology then Ind X = 0. The metric is gap-like at x if dx(X) is not dense in any neighbourhood of 0 in [0, ∞). The usual metric on the irrational numbers, P, is the uniform limit of compa... | Topologies induced by metrics with disconnected range In a metric space (X, d) a ball B(x, ε) is separated if d(B(x, ε), X\B(x, ε)] > 0. If the separated balls form a sub-base for the d-topology then Ind X = 0. The metric is gap-like at x if dx(X) is not dense in any neighbourhood of 0 in [0, ∞). The usual metric on th... | 18672b28ccfb059fb1b4bf727ca76a264e6f97251981a67f2cbf5dc958a515f8 | You are a specialist in classifying academic research papers by their relevance to Māori topics. Classify the academic research paper below into EXACTLY ONE category:
- maori_origin: Substantively connected to Māori people, communities, land, resources, or knowledge
- non_maori_origin: No meaningful Māori connection
Q... | 1,004 | 1non_maori_origin | The research is a technical paper in pure mathematics focusing on topology and metric spaces. It contains no reference to Māori people, culture, land, or knowledge systems. | 1982 | 1 | title: Topologies induced by metrics with disconnected range
authors: Broughan, Kevin A.
abstract: In a metric space (X, d) a ball B(x, ε) is separated if d(B(x, ε), X\B(x, ε)] > 0. If the separated balls form a sub-base for the d-topology then Ind X = 0. The metric is gap-like at x if dx(X) is not dense in any neigh... | 352 | non_maori_origin | 1 | 0.41556 | "```json\n{\n \"label\": \"non_maori_origin\",\n \"confidence\": 0.95,\n \"reason\": \"This research paper is a purely mathematical study of topology and metrics in a mathematical space. It contains no elements related to Māori people, culture, history, knowledge, or land. The abstract describes mathematical concept... |
A simulation study of the use of electric vehicles as storage on the New Zealand electricity grid | Monigatti, Paul | computer science | This paper describes a simulation to establish the extent to which reliance on non-dispatchable energy sources, most typically wind generation, could in the future be extended beyond received norms, by utilizing the distributed battery capacity of an electric vehicle fleet. The notion of exploiting the distributed batt... | A simulation study of the use of electric vehicles as storage on the New Zealand electricity grid This paper describes a simulation to establish the extent to which reliance on non-dispatchable energy sources, most typically wind generation, could in the future be extended beyond received norms, by utilizing the distri... | 1d66c7a06857ff8c3e0af204296dda8dd0703d72209e5b7bfc4486a76488d767 | You are a specialist in classifying academic research papers by their relevance to Māori topics. Classify the academic research paper below into EXACTLY ONE category:
- maori_origin: Substantively connected to Māori people, communities, land, resources, or knowledge
- non_maori_origin: No meaningful Māori connection
Q... | 1,047 | 1non_maori_origin | The research is a technical computer science simulation focused on the New Zealand electricity grid and electric vehicle battery storage. It contains no mention of Māori people, culture, land, or knowledge systems, and does not address Māori-specific outcomes or methodologies. | 2012-04 | 1 | title: A simulation study of the use of electric vehicles as storage on the New Zealand electricity grid
authors: Monigatti, Paul
subjects: computer science
abstract: This paper describes a simulation to establish the extent to which reliance on non-dispatchable energy sources, most typically wind generation, could ... | 440 | non_maori_origin | 1 | 0.432269 | "```json\n{\n \"label\": \"non_maori_origin\",\n \"confidence\": 0.6,\n \"reason\": \"The research paper focuses on a simulation of electric vehicles and grid storage in New Zealand. While it mentions the 'New Zealand context', it does not involve Māori people, culture, history, or knowledge systems. The research is... |
Ahumoana tawhito (ancient aquaculture): The translocation of toheroa (Paphies ventricosa) and other marine species by Māori | Taikato, Vanessa Rona | Mātauranga | Throughout time, humans have cultivated and translocated plants and animals. Ancient mariculture (the cultivation of marine species) often leaves little trace of human agency. Consequently, the extent to which mariculture was used in the distant past largely remains a mystery. In Aotearoa (New Zealand), Māori have a lo... | Ahumoana tawhito (ancient aquaculture): The translocation of toheroa (Paphies ventricosa) and other marine species by Māori Throughout time, humans have cultivated and translocated plants and animals. Ancient mariculture (the cultivation of marine species) often leaves little trace of human agency. Consequently, the e... | baee4afb3e8dbf86df89f58283830905675e36beb57ceecbf89c68ed0d4bc4b4 | You are a specialist in classifying academic research papers by their relevance to Māori topics. Classify the academic research paper below into EXACTLY ONE category:
- maori_origin: Substantively connected to Māori people, communities, land, resources, or knowledge
- non_maori_origin: No meaningful Māori connection
Q... | 2,479 | 0maori_origin | The research substantively focuses on Māori history, traditional resource management, and the translocation of a taonga species (toheroa). It explicitly utilizes Mātauranga Māori, oral traditions (kōrero tuku iho), and investigates traditional Māori technology (pōhā) as a primary framework for the study. | 2021 | 1 | title: Ahumoana tawhito (ancient aquaculture): The translocation of toheroa (Paphies ventricosa) and other marine species by Māori
authors: Taikato, Vanessa Rona
subjects: Mātauranga
abstract: Throughout time, humans have cultivated and translocated plants and animals. Ancient mariculture (the cultivation of marine... | 3,301 | maori_origin | 0 | 0.542701 | "```json\n{\n \"label\": \"maori_origin\",\n \"confidence\": 0.95,\n \"reason\": \"This research directly investigates Māori engagement with a taonga species (toheroa) and their traditional resource management practices (pōhā). It explicitly utilizes Māori oral knowledge (kōrero tuku iho) and ethnohistorical literat... |
Effect of Mn on the Properties of Powder Metallurgy Ti-2.5Al-xMn Alloys. | Alshammari, Yousef Namlan
| blended elemental | Titanium alloys are the ideal material for a wide range of structural applications, but their high cost compared to other metals hinders their adoption. Powder metallurgy and cheap alloying elements can be used to create new Ti alloys. In this study, the simultaneous addition of Al and Mn is considered to manufacture a... | Effect of Mn on the Properties of Powder Metallurgy Ti-2.5Al-xMn Alloys. Titanium alloys are the ideal material for a wide range of structural applications, but their high cost compared to other metals hinders their adoption. Powder metallurgy and cheap alloying elements can be used to create new Ti alloys. In this stu... | 37eb5c662a89f2d0a6607245d4d90b50e515821a90389d040c4920ddcfafef8f | You are a specialist in classifying academic research papers by their relevance to Māori topics. Classify the academic research paper below into EXACTLY ONE category:
- maori_origin: Substantively connected to Māori people, communities, land, resources, or knowledge
- non_maori_origin: No meaningful Māori connection
Q... | 1,139 | 1non_maori_origin | The research is a technical study in materials science focusing on the metallurgical properties of titanium alloys. It contains no mention of Māori people, culture, land, knowledge systems, or any other dimension related to Māori origin. | 2023-07-10 | 1 | title: Effect of Mn on the Properties of Powder Metallurgy Ti-2.5Al-xMn Alloys.
authors: Alshammari, Yousef Namlan
subjects: blended elemental
abstract: Titanium alloys are the ideal material for a wide range of structural applications, but their high cost compared to other metals hinders their adoption. Powder meta... | 613 | non_maori_origin | 1 | 0.328489 | "```json\n{\n \"label\": \"non_maori_origin\",\n \"confidence\": 0.7,\n \"reason\": \"This research paper focuses on the mechanical properties of titanium alloys using powder metallurgy. It does not involve Māori people, culture, history, land, or knowledge systems. The subject matter is entirely within the realm of... |
A RAPD-based comparison of thermophilic bacilli from milk powders | Ronimus, Ron S. | Geobacillus stearothermophilus | The similarity of strains of thermophilic Geobacillus stearothermophilus (formerly Bacillus stearothermophilus), Anoxybacillus flavithermus (formerly Bacillus flavothermus), Bacillus licheniformis and Bacillus subtilis isolated from separate milk powder production runs from multiple factories was examined using a rando... | A RAPD-based comparison of thermophilic bacilli from milk powders The similarity of strains of thermophilic Geobacillus stearothermophilus (formerly Bacillus stearothermophilus), Anoxybacillus flavithermus (formerly Bacillus flavothermus), Bacillus licheniformis and Bacillus subtilis isolated from separate milk powder ... | 2afff3dda1d3853bb96978b435693c162f91be840e91531d6fccdec3783ac24c | You are a specialist in classifying academic research papers by their relevance to Māori topics. Classify the academic research paper below into EXACTLY ONE category:
- maori_origin: Substantively connected to Māori people, communities, land, resources, or knowledge
- non_maori_origin: No meaningful Māori connection
Q... | 1,209 | 1non_maori_origin | The research is a microbiological study focused on the genetic analysis of thermophilic bacteria in industrial milk powder production. It contains no mention of Māori people, culture, land, or knowledge systems. | 2003 | 1 | title: A RAPD-based comparison of thermophilic bacilli from milk powders
authors: Ronimus, Ron S.
subjects: Geobacillus stearothermophilus
abstract: The similarity of strains of thermophilic Geobacillus stearothermophilus (formerly Bacillus stearothermophilus), Anoxybacillus flavithermus (formerly Bacillus flavother... | 763 | non_maori_origin | 1 | 0.301576 | "```json\n{\n \"label\": \"non_maori_origin\",\n \"confidence\": 0.85,\n \"reason\": \"This research paper focuses on microbiological analysis of bacteria found in milk powder production, primarily utilizing genetic techniques (RAPD, 16S sequencing) to compare strains. There is no discernible connection to Māori peo... |
When loanwords are not lone words: Using networks and hypergraphs to explore Māori loanwords in New Zealand English | Trye, David | null | Networks are being used to model an increasingly diverse range of realworld phenomena. This paper introduces an exploratory approach to studying loanwords in relation to one another, using networks of co-occurrence. While traditional studies treat individual loanwords as discrete items, we show that insights can be gai... | When loanwords are not lone words: Using networks and hypergraphs to explore Māori loanwords in New Zealand English Networks are being used to model an increasingly diverse range of realworld phenomena. This paper introduces an exploratory approach to studying loanwords in relation to one another, using networks of co-... | f923cf4c69cd30571d11a7c61a439c80979b2dad8e9b26c83e48e502e56a3fcf | You are a specialist in classifying academic research papers by their relevance to Māori topics. Classify the academic research paper below into EXACTLY ONE category:
- maori_origin: Substantively connected to Māori people, communities, land, resources, or knowledge
- non_maori_origin: No meaningful Māori connection
Q... | 1,049 | 0maori_origin | The research substantively focuses on the documentation and analysis of Te reo Māori loanwords within New Zealand English. It falls under the 'Culture, Identity & Language' dimension as it systematically studies the usage and integration of Māori language. | 2023 | 0.9 | title: When loanwords are not lone words: Using networks and hypergraphs to explore Māori loanwords in New Zealand English
authors: Trye, David
abstract: Networks are being used to model an increasingly diverse range of realworld phenomena. This paper introduces an exploratory approach to studying loanwords in relati... | 445 | non_maori_origin | 1 | 0.528277 | "```json\n{\n \"label\": \"maori_origin\",\n \"confidence\": 0.95,\n \"reason\": \"This research directly investigates Māori loanwords within New Zealand English, focusing on the network of co-occurrence of these words. It explicitly addresses Māori language and its impact on a New Zealand language (NZE), making it ... |
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