{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"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":"95ebc953d87f","filters":{"venue":"Environmental Politics and Theory"}},"results":[{"id":"W4323025634","doi":"10.1007/978-3-031-14346-5_10","title":"Critical Ecofeminism: A Feminist Environmental Research Network (FERN) for Collaborative and Relational Praxis","year":2023,"lang":"en","type":"book-chapter","venue":"Environmental Politics and Theory","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Ecofeminism; Praxis; Sociology; Fern; Political science; Environmental ethics; Ecology; Philosophy; Biology; Law","authors":[{"name":"Jennifer L. Lawrence","is_ca":false},{"name":"Emily Ray","is_ca":false},{"name":"Sarah Wiebe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04964512778062955,"gpt":0.3448671232238087,"spread":0.2952219954431791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00854343,0.0004687097,0.0002724451,0.001584957,0.009313923,0.01010823,0.001753183,0.00519683,0.01580266],"category_scores_gemma":[0.006630131,0.0003398159,0.0002069315,0.001744467,0.01215007,0.01240412,0.006817039,0.004510307,0.001468865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008885042,"about_ca_system_score_gemma":0.01103832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007432822,"about_ca_topic_score_gemma":0.02538199,"domain_scores_codex":[0.9971073,0.001809911,0.00005076374,0.0003712607,0.0004313309,0.0002294181],"domain_scores_gemma":[0.9947442,0.003405806,0.0001501419,0.0004151868,0.0004981823,0.0007865186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007753337,0.00002950843,0.0001775688,0.00004976189,0.000001233879,0.00006908089,0.009025792,0.00007939045,0.0001920603,0.8011003,0.1401439,0.04912378],"study_design_scores_gemma":[0.000002516933,0.000005158156,0.0002054112,0.0001757459,8.429054e-7,0.00004331443,0.006398754,0.0001471715,0.0001601909,0.1161885,0.8766679,0.000004524055],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006697659,0.02102957,0.02009456,0.4518873,0.005298194,0.0001870818,0.0001845312,0.0001917334,0.4944294],"genre_scores_gemma":[0.2192364,0.01499465,0.02567315,0.03566843,0.003167443,0.001142346,0.0002839798,0.0005829059,0.6992508],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01580266,"threshold_uncertainty_score":0.06446576,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378880122","doi":"10.1007/978-3-031-24177-2","title":"The Global Politics of Local Conservation","year":2023,"lang":"en","type":"book","venue":"Environmental Politics and Theory","topic":"African studies and sociopolitical issues","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Politics; Political science; Geography; Law","authors":[{"name":"Andrew Heffernan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01179263312524581,"gpt":0.2674661852350083,"spread":0.2556735521097625,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001540895,0.0002919359,0.0003201841,0.0008853155,0.004061333,0.007742584,0.0005871379,0.00186574,0.01125948],"category_scores_gemma":[0.002109292,0.000292042,0.0001302321,0.002574797,0.01878619,0.005735623,0.00229625,0.003685663,0.0006406368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00514844,"about_ca_system_score_gemma":0.002944835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01237675,"about_ca_topic_score_gemma":0.03244899,"domain_scores_codex":[0.9990361,0.0005755989,0.00001036901,0.00007650047,0.0001446328,0.000156949],"domain_scores_gemma":[0.9992667,0.0004763936,0.00003876353,0.00008171634,0.00005846702,0.00007801861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002265112,0.00000491962,0.00006373876,0.00001044892,0.000001163169,0.0000116191,0.001533759,0.0001226785,0.00002776272,0.9850029,0.007857434,0.005361216],"study_design_scores_gemma":[0.000003760459,0.000006634476,0.0009559173,0.000149331,0.000004925112,0.00004500902,0.005511976,0.000245805,0.00009733061,0.6265545,0.3664193,0.00000544477],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005555176,0.006038316,0.0009183111,0.01999686,0.0001815739,0.000008723513,0.00001529104,0.00001002629,0.9672756],"genre_scores_gemma":[0.6103688,0.007426901,0.0009735946,0.007605744,0.0005274744,0.00008621749,0.00003286728,0.0001082834,0.3728701],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01237675,"threshold_uncertainty_score":0.03766668,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378880770","doi":"10.1007/978-3-031-24177-2_5","title":"Climate Change: Local Challenges, Global Opportunities?","year":2023,"lang":"en","type":"book-chapter","venue":"Environmental Politics and Theory","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Wildlife; Climate change; Livestock; Geography; Domestication; Environmental planning; Environmental resource management; Natural resource economics; Ecology; Environmental science; Biology; Economics","authors":[{"name":"Andrew Heffernan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04252936899753478,"gpt":0.2188483865976632,"spread":0.1763190176001284,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001427832,0.0003860207,0.0005767437,0.0004286941,0.001784838,0.006229328,0.0008216598,0.002314191,0.01474161],"category_scores_gemma":[0.001424311,0.0001617591,0.0002135358,0.001998873,0.009173462,0.007476015,0.001820941,0.003666622,0.001529606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002221689,"about_ca_system_score_gemma":0.002256456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003657124,"about_ca_topic_score_gemma":0.01314409,"domain_scores_codex":[0.9994625,0.0002412627,0.00001056258,0.00006412635,0.0001130115,0.0001084399],"domain_scores_gemma":[0.9994071,0.0003417285,0.00003639841,0.0000545541,0.00007856899,0.00008173812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001148225,0.00003179889,0.0005170376,0.0001620748,0.00001158041,0.00006896106,0.002074723,0.0004059837,0.0001459284,0.8649772,0.07388518,0.05770805],"study_design_scores_gemma":[0.000004711718,0.00001262252,0.001650165,0.000319069,0.00001227884,0.00009412738,0.0082488,0.0003623665,0.00007265365,0.3850635,0.6041494,0.00001027337],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007582267,0.0918437,0.003204175,0.1928757,0.003516495,0.0000138087,0.00008689912,0.00006033677,0.7008166],"genre_scores_gemma":[0.5123817,0.1410196,0.003796492,0.06099391,0.01116187,0.0001190739,0.0002404432,0.0002798334,0.270007],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01474161,"threshold_uncertainty_score":0.04931569,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378880360","doi":"10.1007/978-3-031-24177-2_4","title":"The Local Genesis of Global Environmental Governance in Namibia","year":2023,"lang":"en","type":"book-chapter","venue":"Environmental Politics and Theory","topic":"International Development and Aid","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Devolution (biology); Political science; Corporate governance; Independence (probability theory); State (computer science); Politics; Political economy; Resource (disambiguation); Public administration; Geography; Law; Sociology; Economics; Management","authors":[{"name":"Andrew Heffernan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006162814569013702,"gpt":0.2126100313596821,"spread":0.2064472167906684,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005128669,0.0001554804,0.0002202631,0.0005402739,0.004726862,0.004233378,0.0004959808,0.0007736849,0.005687781],"category_scores_gemma":[0.0006303915,0.0002143371,0.00009978082,0.001687186,0.00529872,0.002463387,0.002476143,0.0009525066,0.0002056604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009997308,"about_ca_system_score_gemma":0.003495005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03364847,"about_ca_topic_score_gemma":0.1060646,"domain_scores_codex":[0.9997397,0.0001019026,0.000005121842,0.00002778958,0.00001627701,0.0001091255],"domain_scores_gemma":[0.999872,0.00005396414,0.0000220898,0.00001529451,0.00001207062,0.00002463281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003462864,0.00002857636,0.003961629,0.0001362948,0.000006283406,0.0008564899,0.03038143,0.0007329231,0.0008688574,0.9328601,0.002076333,0.02805644],"study_design_scores_gemma":[0.00003719427,0.0000763792,0.05308579,0.0008514327,0.00004655917,0.000908295,0.1421216,0.002026476,0.001089588,0.3645797,0.4351359,0.00004115962],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2933607,0.007477658,0.002620697,0.009583627,0.00009324271,0.00005606497,0.00008147011,0.00004303014,0.6866835],"genre_scores_gemma":[0.9824638,0.0008254774,0.0003835374,0.0001591397,0.00000914217,0.00002489122,0.00001032005,0.000009394722,0.01611423],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03364847,"threshold_uncertainty_score":0.07253587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378881093","doi":"10.1007/978-3-031-24177-2_1","title":"Introduction","year":2023,"lang":"en","type":"book-chapter","venue":"Environmental Politics and Theory","topic":"Mining and Resource Management","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Natural resource management; Politics; Natural resource; Political science; Corporate governance; Empowerment; Resource (disambiguation); Economics; Management","authors":[{"name":"Andrew Heffernan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004542199816671844,"gpt":0.1510288511096635,"spread":0.1464866512929916,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007019945,0.0008388335,0.0005235526,0.001769203,0.001576917,0.004373808,0.001535617,0.001796607,0.6861263],"category_scores_gemma":[0.002571751,0.0003148288,0.0004900168,0.001610941,0.0005893646,0.002656472,0.002389297,0.001788728,0.5909884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001547834,"about_ca_system_score_gemma":0.002322531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003738687,"about_ca_topic_score_gemma":0.006241992,"domain_scores_codex":[0.9993063,0.00007341059,0.00002379761,0.000133602,0.0003849558,0.0000779715],"domain_scores_gemma":[0.9990472,0.0001445223,0.00003256716,0.0001316247,0.0004534359,0.0001906488],"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":[0.00001649006,0.00002791305,0.00008150355,0.00009516833,0.000001359904,0.00003355461,0.00008558116,0.00008347264,0.0002140761,0.02469936,0.863309,0.1113524],"study_design_scores_gemma":[0.000001307551,0.000003564503,0.00005877363,0.00003979065,5.057884e-7,0.00001668182,0.00002825381,0.00001445838,0.00003858389,0.002437214,0.9973592,0.000001644102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002437183,0.001270599,0.002519488,0.002590983,0.003416937,0.0001262418,0.002504791,0.0006569942,0.9866702],"genre_scores_gemma":[0.0006759687,0.0006923051,0.000789219,0.0008569348,0.0004225505,0.00006114455,0.001401899,0.000178848,0.9949211],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6861263,"threshold_uncertainty_score":0.4477027,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378880822","doi":"10.1007/978-3-031-24177-2_3","title":"Assembling Evolutions in Governance","year":2023,"lang":"en","type":"book-chapter","venue":"Environmental Politics and Theory","topic":"International Development and Aid","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Assemblage (archaeology); Epistemology; Triangulation; Unpacking; Phenomenon; Resource (disambiguation); Ontology; Elaboration; Process (computing); Corporate governance; Sociology; Constitution; Management science; Political science; Geography; Engineering; Computer science; Management; Law; Cartography; Humanities; Archaeology; Linguistics","authors":[{"name":"Andrew Heffernan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01533456073652771,"gpt":0.2453732538936267,"spread":0.2300386931570989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002364449,0.0002741443,0.0003757026,0.001778675,0.001647645,0.00387388,0.001024922,0.001239271,0.01041458],"category_scores_gemma":[0.008428095,0.0005354357,0.0003937412,0.002150178,0.009681881,0.01042908,0.003165303,0.001954625,0.00121049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002167197,"about_ca_system_score_gemma":0.0007945472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0026952,"about_ca_topic_score_gemma":0.004059181,"domain_scores_codex":[0.9982017,0.0009016877,0.00007177225,0.0003779711,0.0002817425,0.0001651137],"domain_scores_gemma":[0.9964127,0.001693931,0.0001841761,0.00123286,0.0003428055,0.0001334907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007747762,0.00001027528,0.001921388,0.00003004296,0.00001058233,0.00008069104,0.00313187,0.00177267,0.0003218485,0.9582647,0.001425074,0.03302319],"study_design_scores_gemma":[0.000002222284,0.000007444937,0.001648012,0.00004305399,0.000005864611,0.00007374615,0.001737041,0.002525912,0.0002045188,0.9653269,0.02841924,0.000006013818],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1517352,0.004169658,0.2292745,0.01003742,0.0003751301,0.0001112316,0.0002864099,0.0003977708,0.6036127],"genre_scores_gemma":[0.8781543,0.00158658,0.06366076,0.0005758276,0.00009988164,0.000125307,0.0003423386,0.0003502718,0.05510491],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01041458,"threshold_uncertainty_score":0.03484023,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378880479","doi":"10.1007/978-3-031-24177-2_2","title":"Contemporary Evolutions in Global Environmental Governance","year":2023,"lang":"en","type":"book-chapter","venue":"Environmental Politics and Theory","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Corporate governance; Variety (cybernetics); Political science; Power (physics); Order (exchange); Sovereignty; Decree; Political economy; Economic system; Sociology; Economics; Law; Politics; Computer science; Management","authors":[{"name":"Andrew Heffernan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0165382904448587,"gpt":0.1745305169092365,"spread":0.1579922264643778,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001117781,0.0001691201,0.0001674286,0.0009654348,0.000995248,0.003554434,0.0004080766,0.001059528,0.008388958],"category_scores_gemma":[0.002525866,0.000168422,0.0001377597,0.003007824,0.009057451,0.005333374,0.001269607,0.001564913,0.0004452242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003710752,"about_ca_system_score_gemma":0.0008812954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00608797,"about_ca_topic_score_gemma":0.00896161,"domain_scores_codex":[0.9995326,0.0001839633,0.0000145795,0.00009904959,0.00008294273,0.00008698485],"domain_scores_gemma":[0.9992888,0.0003599602,0.00006493385,0.0001317535,0.00009617601,0.00005836102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002865621,0.000004150795,0.0002882041,0.000008914094,0.00000167526,0.00001417354,0.000655622,0.000496671,0.00003089327,0.983672,0.002067624,0.01275732],"study_design_scores_gemma":[0.000002875917,0.000004578405,0.00236028,0.00004871255,0.000002189596,0.0000563475,0.001077389,0.0005437673,0.00004755654,0.8463185,0.1495327,0.000005086508],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06362946,0.0257809,0.01335516,0.03789027,0.0004256855,0.00001550793,0.0001348583,0.00007370736,0.8586944],"genre_scores_gemma":[0.9148194,0.01776896,0.003468771,0.002348454,0.0004761018,0.00003038936,0.0001082636,0.00008126001,0.06089839],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008388958,"threshold_uncertainty_score":0.02806389,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378880094","doi":"10.1007/978-3-031-24177-2_6","title":"Assembled Governance from the Local to the Global Community","year":2023,"lang":"en","type":"book-chapter","venue":"Environmental Politics and Theory","topic":"International Development and Aid","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Variety (cybernetics); Power (physics); Corporate governance; Political science; Politics; Order (exchange); Adaptation (eye); Political economy; Language change; Economic system; Public relations; Sociology; Business; Economics; Management; Computer science; Law; Psychology","authors":[{"name":"Andrew Heffernan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01671508717861892,"gpt":0.2467250426418072,"spread":0.2300099554631883,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001100769,0.0003136452,0.0002602368,0.0007915485,0.002819953,0.006866512,0.0006137275,0.0007621203,0.01813523],"category_scores_gemma":[0.001424295,0.0001865377,0.0001824616,0.0013753,0.005878664,0.004028376,0.003423562,0.002387874,0.002259131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003470798,"about_ca_system_score_gemma":0.002831308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004333505,"about_ca_topic_score_gemma":0.01236627,"domain_scores_codex":[0.9991868,0.0004016375,0.00001894257,0.0001149848,0.0001781613,0.00009944724],"domain_scores_gemma":[0.9996038,0.000119631,0.0000195935,0.00008875681,0.00008150004,0.00008675121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002361482,0.000008609174,0.0001393894,0.00002201207,0.000001514653,0.00002338311,0.002016771,0.0001981589,0.00007066053,0.9592847,0.01880739,0.01942515],"study_design_scores_gemma":[0.000002357672,0.0000104773,0.0006685584,0.000140857,0.000003197239,0.00003837919,0.003121263,0.0004396259,0.0001552634,0.3490783,0.6463375,0.000004124283],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004289811,0.002939769,0.01122195,0.007078995,0.0003935276,0.00003457048,0.00004680594,0.00006692983,0.9739275],"genre_scores_gemma":[0.2606885,0.004054938,0.005994132,0.002141662,0.0003501988,0.0001285116,0.0001433868,0.0002045158,0.7262942],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01813523,"threshold_uncertainty_score":0.06066835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378879894","doi":"10.1007/978-3-031-24177-2_7","title":"Development, Climate Change, and Global Assemblages","year":2023,"lang":"en","type":"book-chapter","venue":"Environmental Politics and Theory","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Legitimacy; Autonomy; Climate change; Corporate governance; Political science; Function (biology); Natural resource; Environmental resource management; Political economy; Environmental planning; Business; Geography; Sociology; Ecology; Economics; Politics; Law","authors":[{"name":"Andrew Heffernan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02467575251447226,"gpt":0.2258536326070287,"spread":0.2011778800925565,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004180709,0.0002852864,0.0002413087,0.0007325903,0.001255229,0.003478255,0.0003790023,0.0006871268,0.01745953],"category_scores_gemma":[0.0007216739,0.0001604933,0.0001272147,0.00247498,0.005137995,0.002588372,0.001211517,0.001069533,0.001144404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002416099,"about_ca_system_score_gemma":0.00131387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006255447,"about_ca_topic_score_gemma":0.02116294,"domain_scores_codex":[0.999787,0.0000960341,0.00000461184,0.00002778352,0.00006101627,0.00002347242],"domain_scores_gemma":[0.9997746,0.0001441346,0.00001802044,0.00002538305,0.00001883955,0.00001897272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003605071,0.000009281879,0.0003039088,0.00003489085,0.000002649087,0.00001225406,0.0005762099,0.00032352,0.00004062798,0.9609331,0.01896202,0.0187979],"study_design_scores_gemma":[0.000002465281,0.00000380606,0.001220063,0.00007913339,0.000002073731,0.00002753782,0.001365009,0.0002291876,0.00003748867,0.6738573,0.3231738,0.000002174572],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004594309,0.02187795,0.002284156,0.008596766,0.0002688464,0.00001219469,0.00007954379,0.00001892241,0.9622672],"genre_scores_gemma":[0.3817212,0.05714143,0.004901019,0.002620743,0.001107894,0.0001198423,0.0003117385,0.00006235734,0.5520137],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01745953,"threshold_uncertainty_score":0.05840796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}