{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"e3ccb69f17e7","filters":{"venue":"New Zealand Science Review"}},"results":[{"id":"W2740775681","doi":"10.26686/nzsr.v69.8793","title":"Trapped in the postdoctoral void: Lack of postdoctoral opportunities in New Zealand forces emerging researchers to exit science or seek employment overseas","year":2023,"lang":"en","type":"article","venue":"New Zealand Science Review","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Directorate for Biological Sciences; Bio-Protection Research Centre; Memorial University of Newfoundland; University of Otago; Ministerio de Ciencia e Innovación; Universität Greifswald; University of Canterbury","keywords":"The Void; Void (composites); Engineering ethics; Political science; Engineering; Physics; Materials science; Composite material","authors":[{"name":"Melanie Massaro","is_ca":false},{"name":"Krithika Yogeeswaran","is_ca":false},{"name":"Amanda Black","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.598058120023286,"gpt":0.5526702290481584,"spread":0.04538789097512752,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03820705,0.0003623822,0.001235861,0.002303287,0.002777439,0.006086882,0.002224208,0.003346883,0.00725901],"category_scores_gemma":[0.04380313,0.0004308751,0.001077639,0.005204014,0.004318215,0.003932474,0.005184836,0.004825117,0.000643215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01072294,"about_ca_system_score_gemma":0.1054504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2476161,"about_ca_topic_score_gemma":0.5673192,"domain_scores_codex":[0.9899769,0.002744634,0.001118545,0.0005753669,0.003389148,0.002195378],"domain_scores_gemma":[0.9371819,0.01842827,0.009420988,0.001138443,0.01465505,0.01917532],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001155624,0.0003031011,0.04423848,0.02702742,0.0008125187,0.001257409,0.01373974,0.0003239944,0.002044649,0.02186319,0.219165,0.6680689],"study_design_scores_gemma":[0.0004995798,0.0009218951,0.1389568,0.02782234,0.0008736114,0.001032672,0.03281999,0.0001588442,0.0004224625,0.004248307,0.792074,0.0001695095],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02901744,0.5583431,0.0004818097,0.3788437,0.005618084,0.0001684078,0.0004934971,0.00003121705,0.02700286],"genre_scores_gemma":[0.1733642,0.7608796,0.001733376,0.05246435,0.003210612,0.0002304644,0.000571742,0.00004635518,0.007499376],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9617929,"threshold_uncertainty_score":0.4923495,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392770443","doi":"10.26686/nzsr.v79.8461","title":"2023 Aotearoa New Zealand Sea Ice Emergency Summit","year":2024,"lang":"en","type":"article","venue":"New Zealand Science Review","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"Serono Symposia International Foundation; Antarctica New Zealand; Royal Society Te Apārangi","keywords":"Aotearoa; Summit; Oceanography; Sea ice; Geography; Geology; Physical geography; Political science; Law","authors":[{"name":"Natalie Robinson","is_ca":false},{"name":"Craig Stevens","is_ca":false},{"name":"Wolfang Rack","is_ca":false},{"name":"Melissa Bowen","is_ca":false},{"name":"Ralph Chapman","is_ca":true},{"name":"Vonda J. Cummings","is_ca":false},{"name":"S. M. Dean","is_ca":false},{"name":"Denise Fernández","is_ca":false},{"name":"Elizabeth D. Keller","is_ca":false},{"name":"Adrian McDonald","is_ca":false},{"name":"Andrew G. Pauling","is_ca":false},{"name":"Vincent van Uitregt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03241939734661165,"gpt":0.346104625073256,"spread":0.3136852277266444,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001837774,0.0006703761,0.0004024981,0.000872866,0.001148867,0.001768327,0.0006674643,0.001945885,0.01209338],"category_scores_gemma":[0.002453709,0.0001752795,0.0005380492,0.0008715825,0.0007733234,0.001556435,0.001508096,0.001807167,0.002262447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004481619,"about_ca_system_score_gemma":0.02253378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1445933,"about_ca_topic_score_gemma":0.2314759,"domain_scores_codex":[0.9993607,0.00006582021,0.00003423756,0.0000434267,0.0003945112,0.0001012279],"domain_scores_gemma":[0.9989906,0.0001186606,0.0001413113,0.00002258449,0.0005253033,0.0002014397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002878576,0.00007799416,0.002104138,0.007359238,0.0001398224,0.0007968175,0.001308367,0.0003576652,0.00454077,0.01440092,0.5916854,0.3769411],"study_design_scores_gemma":[0.00001969273,0.00004846687,0.005112458,0.001222605,0.00002787596,0.0001184226,0.00051054,0.00003173731,0.0003455732,0.0006538699,0.9918976,0.00001101569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01165976,0.6427231,0.00125749,0.1270957,0.02607685,0.0004613746,0.001897928,0.0001098238,0.1887179],"genre_scores_gemma":[0.05814003,0.7290813,0.002004944,0.01932351,0.003511979,0.0004548456,0.001966696,0.00005725009,0.1854595],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1445933,"threshold_uncertainty_score":0.2875032,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389356320","doi":"10.26686/nzsr.v70.8744","title":"Transferring patented New Zealand technology for commercialisation overseas","year":2023,"lang":"en","type":"article","venue":"New Zealand Science Review","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Business; Telecommunications; Engineering","authors":[{"name":"Horace Moore","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1116728877425121,"gpt":0.3196579892621685,"spread":0.2079851015196565,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008495138,0.0005942262,0.0007578813,0.004462669,0.00071302,0.005857062,0.00117905,0.002668667,0.01877875],"category_scores_gemma":[0.0139863,0.0002996224,0.001455759,0.003438215,0.001871647,0.004425312,0.001971376,0.00241914,0.002819695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005737921,"about_ca_system_score_gemma":0.01752971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0346926,"about_ca_topic_score_gemma":0.03785266,"domain_scores_codex":[0.9954121,0.0005687337,0.0004988135,0.0004459903,0.002590662,0.0004837711],"domain_scores_gemma":[0.9933647,0.00187751,0.001084861,0.0006370763,0.00251542,0.0005204922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005537876,0.0001821314,0.001746214,0.007829635,0.0002542989,0.0007109285,0.0004961753,0.0008669158,0.01472484,0.09541579,0.07379144,0.8034279],"study_design_scores_gemma":[0.0003104421,0.0005276765,0.01659793,0.003220041,0.0003865885,0.0007914968,0.0004017841,0.0003790846,0.007008512,0.01332829,0.9569905,0.00005760956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04371921,0.5206442,0.006005793,0.04094606,0.007479665,0.0004468734,0.001291676,0.0002416681,0.3792248],"genre_scores_gemma":[0.2557845,0.6327099,0.006342065,0.007376932,0.00368318,0.0002889884,0.001390494,0.0001317461,0.09229219],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0346926,"threshold_uncertainty_score":0.06898129,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388687144","doi":"10.26686/nzsr.v74i1.8513","title":"Freshwater quality: It’s not only the cows you need to watch","year":2023,"lang":"en","type":"article","venue":"New Zealand Science Review","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Quality (philosophy); Business; Physics","authors":[{"name":"Lindsay Jmaiff Blackstock","is_ca":true},{"name":"Wei Wang","is_ca":true},{"name":"Sai Vemula","is_ca":true},{"name":"Benjamin Jaeger","is_ca":true},{"name":"Xing‐Fang Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04529875161589836,"gpt":0.3176593506531214,"spread":0.272360599037223,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002593491,0.000573119,0.0008831721,0.001450924,0.0006096169,0.001760742,0.0008516589,0.001112725,0.007615853],"category_scores_gemma":[0.004519673,0.000197045,0.0004542196,0.003451973,0.001667789,0.002226511,0.00102262,0.001630245,0.0008024735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003867932,"about_ca_system_score_gemma":0.011929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1989691,"about_ca_topic_score_gemma":0.4085332,"domain_scores_codex":[0.999273,0.0001359178,0.0001107836,0.00008597363,0.0003239083,0.00007047255],"domain_scores_gemma":[0.9973183,0.000628432,0.0004259042,0.00006167694,0.001332182,0.0002335199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001377863,0.00003077945,0.002574647,0.01504642,0.0001889214,0.0001083286,0.0005930112,0.0001090942,0.0008315856,0.005003267,0.2545175,0.7208586],"study_design_scores_gemma":[0.00003008347,0.00006913469,0.02167885,0.01030279,0.0002506142,0.0002301867,0.0009779484,0.00003747642,0.0001699192,0.00145667,0.9647639,0.00003243001],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001064673,0.9597821,0.0003089539,0.02916338,0.003494814,0.00001581192,0.0001249327,0.00001316866,0.006032238],"genre_scores_gemma":[0.009514678,0.9746032,0.0006008574,0.006284861,0.001161011,0.000029275,0.0001069375,0.0000103062,0.007688815],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1989691,"threshold_uncertainty_score":0.395622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}