{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"9301d6f295f6","filters":{"venue":"Écologie & politique"}},"results":[{"id":"W2075018063","doi":"10.3917/ecopo.030.0017","title":"La biodiversité est-elle encore naturelle ?","year":2005,"lang":"fr","type":"article","venue":"Écologie & politique","topic":"Environmental Philosophy and Ethics","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Paradise; Philosophy; Art; Theology","authors":[{"name":"André Micoud","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02729566553509095,"gpt":0.2618803866319315,"spread":0.2345847210968406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00426971,0.000252174,0.0003366208,0.000462401,0.001936406,0.005328994,0.0006478911,0.005185074,0.004275096],"category_scores_gemma":[0.002955717,0.0001479016,0.0002110229,0.0004541856,0.01883102,0.00691038,0.001946353,0.00336556,0.00128342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002537978,"about_ca_system_score_gemma":0.003182624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003378551,"about_ca_topic_score_gemma":0.005002887,"domain_scores_codex":[0.9973852,0.001186155,0.0001011404,0.0004844756,0.0006202355,0.0002227362],"domain_scores_gemma":[0.9987063,0.0005180834,0.0001673112,0.0001236257,0.0003824018,0.0001022247],"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":[0.000004897819,0.000005487913,0.0001592248,0.00004068596,0.000005100299,0.00002611989,0.000960013,0.00003711207,0.0002096015,0.9801191,0.01125242,0.007180126],"study_design_scores_gemma":[0.000005294939,0.00001790689,0.0006535496,0.0001717725,0.000005731645,0.0001501154,0.001406669,0.0001042493,0.0003730336,0.4203913,0.5767059,0.00001452021],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.011989,0.02725474,0.01010525,0.5397438,0.002374319,0.000015631,0.0001207734,0.00004470487,0.4083517],"genre_scores_gemma":[0.6783463,0.0258865,0.008430361,0.1570586,0.004194899,0.000118799,0.0001529937,0.0001173041,0.1256943],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005328994,"threshold_uncertainty_score":0.02258062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416954537","doi":"10.3917/ecopo1.059.0171e","title":"Michel Blay et Christian Laval. Neuropédagogie. Le cerveau au centre de l’école . Éditions Tschann et Cie, Paris, 2019","year":2020,"lang":"","type":"article","venue":"Écologie & politique","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Michel foucault; Context (archaeology); Reflection (computer programming); Relation (database)","authors":[{"name":"Édith Perstunski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05228003249840435,"gpt":0.3226764195672304,"spread":0.2703963870688261,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00120006,0.001553154,0.0009907674,0.002458208,0.0006491201,0.001841074,0.001093936,0.003147189,0.0652],"category_scores_gemma":[0.003594371,0.0004756894,0.0004898193,0.001123174,0.0009678261,0.002763261,0.00131641,0.003479957,0.0387111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008090533,"about_ca_system_score_gemma":0.0008064067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008784979,"about_ca_topic_score_gemma":0.01169051,"domain_scores_codex":[0.9993522,0.0001268907,0.00004853,0.0001654056,0.0002634823,0.00004354701],"domain_scores_gemma":[0.9985811,0.0005720447,0.00008777059,0.00004708135,0.0004294738,0.0002825541],"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":[0.00009084386,0.00002354636,0.0002899664,0.0004936701,0.00001512477,0.0002416416,0.0001436507,0.0001077066,0.0003295471,0.003020823,0.74757,0.2476734],"study_design_scores_gemma":[0.00001441397,0.0000274256,0.001022366,0.0004556628,0.00000961294,0.001958992,0.0001486676,0.0001258745,0.000337174,0.002048355,0.9938225,0.00002893959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009940213,0.7237349,0.004808985,0.1698097,0.07010983,0.00006489174,0.0009606292,0.0006399191,0.02887721],"genre_scores_gemma":[0.01235971,0.5866227,0.003935087,0.02998813,0.05717371,0.0001649333,0.0006604976,0.0008412591,0.3082539],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0652,"threshold_uncertainty_score":0.2181157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2808945923","doi":"10.3917/ecopo1.056.0155","title":"Le règne mortel des oligarques","year":2018,"lang":"fr","type":"article","venue":"Écologie & politique","topic":"Diverse Cultural and Historical Studies","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":"Ministry of Labour, Employment and Social Solidarity","funders":"","keywords":"Geology","authors":[{"name":"Chris Hedges","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09909041349855972,"gpt":0.3360921776439961,"spread":0.2370017641454363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003492054,0.0007705097,0.0006323584,0.002193797,0.008007671,0.008833905,0.0007188675,0.002241576,0.01557449],"category_scores_gemma":[0.008182413,0.0004805104,0.0005476781,0.003015921,0.01041772,0.004901171,0.002259916,0.005904183,0.002041054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008419002,"about_ca_system_score_gemma":0.004179243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1235762,"about_ca_topic_score_gemma":0.09368195,"domain_scores_codex":[0.9962811,0.001809259,0.00009395653,0.0004403598,0.0008631155,0.0005123177],"domain_scores_gemma":[0.9977078,0.001108156,0.0002357048,0.0003053617,0.0003896354,0.0002532407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000105654,0.00003256714,0.002749113,0.00005620092,0.00003151594,0.0002659537,0.006433926,0.0007138352,0.001048398,0.9518163,0.004715643,0.03203093],"study_design_scores_gemma":[0.00007267545,0.00007277053,0.03092914,0.0001799246,0.00002910864,0.000941313,0.008737408,0.0007862449,0.001709713,0.0720349,0.8844262,0.00008051378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2717302,0.009995756,0.0145153,0.02196367,0.001057706,0.00003461303,0.0005031929,0.0002134475,0.6799861],"genre_scores_gemma":[0.8108979,0.004158488,0.003552289,0.000951399,0.0009056555,0.00006468988,0.0001412124,0.0001884763,0.1791397],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1235762,"threshold_uncertainty_score":0.2457138,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}