{"meta":{"query_hash":"4596b823e0f6","filters":{"venue":"Sciences & philosophie"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/4596b823e0f6","api":"https://metacan.xera.ac/api/v1/cohort?venue=Sciences+%26+philosophie"},"results":[{"id":"W3135662028","doi":"10.3917/edmat.merli.2018.01.0051","title":"Philosophie, histoire, biologie","year":2018,"lang":"fr","type":"book-chapter","venue":"Sciences & philosophie","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Philosophy","score_opus":0.14037155083658628,"score_gpt":0.2813183076602463,"score_spread":0.14094675682366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135662028","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008034829,0.06394571,0.002866478,0.010745721,0.0040379297,0.00003090647,0.000222118,0.00015591393,0.91719174],"genre_scores_gemma":[0.04092721,0.043424983,0.0033385786,0.004995533,0.005325223,0.00011580387,0.00027064353,0.00033952098,0.9012625],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999438,0.0001987536,0.000015985986,0.000105059706,0.00017821936,0.000064009844],"domain_scores_gemma":[0.99963534,0.00017722767,0.00002191706,0.00005542317,0.00007093918,0.00003921929],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00090909103,0.00092525565,0.00047803836,0.001985989,0.002284599,0.0053657587,0.000626005,0.002356745,0.040469594],"category_scores_gemma":[0.0016096552,0.00035320094,0.0002638811,0.0019020704,0.008033119,0.004759011,0.001247732,0.0048951237,0.017040452],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001425707,0.000020247502,0.000080832906,0.00016121248,0.000003366265,0.000031784606,0.0012724869,0.000107735126,0.00023066976,0.7830853,0.16220975,0.052782405],"study_design_scores_gemma":[0.0000034059924,0.0000057182338,0.00015633184,0.000116566276,0.0000016024622,0.000042056206,0.00019842762,0.000037426762,0.000051833176,0.06545596,0.9339268,0.0000038551834],"about_ca_topic_score_codex":0.010109504,"about_ca_topic_score_gemma":0.009715938,"teacher_disagreement_score":0.9977154,"about_ca_system_score_codex":0.0052091433,"about_ca_system_score_gemma":0.003921227,"threshold_uncertainty_score":0.13538426},"labels":[],"label_agreement":null},{"id":"W3174837727","doi":"10.3917/edmat.merma.2021.01","title":"Protéger l’environnement","year":2021,"lang":"fr","type":"book","venue":"Sciences & philosophie","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Collège Lionel Groulx; Université du Québec à Montréal; Université de Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.11956236072041379,"score_gpt":0.29585896633062786,"score_spread":0.17629660561021407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174837727","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.064695954,0.0031300061,0.014092257,0.0399942,0.0011599499,0.00011903718,0.00021908365,0.00024013744,0.87634945],"genre_scores_gemma":[0.50506866,0.0021502334,0.006119437,0.009879867,0.00035006754,0.00016257032,0.00028583236,0.0002150706,0.47576824],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968694,0.0011518445,0.0000612359,0.0005022275,0.0009127582,0.000502582],"domain_scores_gemma":[0.9976428,0.00046138358,0.00027560932,0.00043309675,0.0007720342,0.00041503005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033248116,0.00053001725,0.00034443047,0.0007630643,0.0049050427,0.005616693,0.00085264875,0.0021179647,0.02037589],"category_scores_gemma":[0.0058507486,0.00029425492,0.0004367216,0.0008624935,0.0069419052,0.0037346906,0.0070014447,0.0033015907,0.0051055094],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007303847,0.00010817905,0.0056017423,0.00020211622,0.000044403067,0.000565336,0.04277517,0.0007894756,0.002215115,0.758597,0.07395376,0.11507469],"study_design_scores_gemma":[0.000006133475,0.000028673137,0.002595663,0.000092306516,0.0000054558864,0.00008889239,0.004161436,0.0001356505,0.0003266526,0.026071653,0.96647257,0.000014860339],"about_ca_topic_score_codex":0.014353758,"about_ca_topic_score_gemma":0.022750054,"teacher_disagreement_score":0.02037589,"about_ca_system_score_codex":0.0044321236,"about_ca_system_score_gemma":0.004222973,"threshold_uncertainty_score":0.06816411},"labels":[],"label_agreement":null},{"id":"W4210270377","doi":"10.3917/edmat.merma.2021.01.0129","title":"Protéger l’environnement","year":2021,"lang":"fr","type":"book-chapter","venue":"Sciences & philosophie","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Environmental science","score_opus":0.12921130587422763,"score_gpt":0.2878244082687876,"score_spread":0.15861310239455995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210270377","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009599404,0.003942549,0.00493591,0.042349085,0.0051541785,0.00003078453,0.00009311695,0.00022566164,0.9336693],"genre_scores_gemma":[0.119986184,0.001405926,0.0009909979,0.006362772,0.0015995054,0.00004511681,0.000067179884,0.00023284032,0.8693095],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983394,0.0006550363,0.00002639615,0.00025587407,0.00037462523,0.00034862413],"domain_scores_gemma":[0.999281,0.00022653982,0.000057811656,0.000118699674,0.00018186415,0.00013415384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018085961,0.0009277893,0.0005680651,0.0010610325,0.007107666,0.0069592334,0.0008903956,0.0054192813,0.06245228],"category_scores_gemma":[0.0036651464,0.00041820644,0.00067764847,0.0007393249,0.0053819558,0.004591126,0.003610343,0.005983971,0.011381383],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055864966,0.000055515713,0.00042303946,0.0000734481,0.000014631178,0.00031281853,0.00754779,0.0005690528,0.00053287635,0.75240815,0.19035599,0.04765081],"study_design_scores_gemma":[0.0000047551216,0.000008071874,0.00034469125,0.000045575813,0.0000016300651,0.000048682974,0.0009691313,0.00008695729,0.000098405544,0.010648888,0.9877357,0.0000075625453],"about_ca_topic_score_codex":0.038447756,"about_ca_topic_score_gemma":0.045610834,"teacher_disagreement_score":0.06245228,"about_ca_system_score_codex":0.0072429813,"about_ca_system_score_gemma":0.0025749686,"threshold_uncertainty_score":0.2089237},"labels":[],"label_agreement":null},{"id":"W4212991138","doi":"10.3917/edmat.ravat.2011.01.0008","title":"La morale humaine et les sciences","year":2011,"lang":"fr","type":"book-chapter","venue":"Sciences & philosophie","topic":"Psychology of Moral and Emotional Judgment","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Philosophy","score_opus":0.3610445862445259,"score_gpt":0.3437540942504907,"score_spread":0.017290491994035206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212991138","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021184431,0.0891669,0.0056631314,0.014484446,0.0013681201,0.000012548004,0.000048922593,0.00008172811,0.88705575],"genre_scores_gemma":[0.35022104,0.099720925,0.01395813,0.00884384,0.007977489,0.0001472019,0.00015200878,0.00025023645,0.5187291],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99956197,0.00022047256,0.00000775544,0.000050802733,0.00012470987,0.000034222],"domain_scores_gemma":[0.99935704,0.00048287938,0.00002608316,0.000036899797,0.00006831257,0.000028806024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007587766,0.00075659476,0.00042471592,0.0009286193,0.0016367752,0.0038547101,0.00051621423,0.0028750957,0.0133578],"category_scores_gemma":[0.0018202108,0.00021582263,0.0001898305,0.00076137437,0.0091972565,0.004238384,0.0006184644,0.004324606,0.0023947125],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004233236,0.000009474347,0.00002490684,0.000042698877,0.0000019073341,0.000015522384,0.00060687715,0.00015081851,0.00007325632,0.9535676,0.021247078,0.02425551],"study_design_scores_gemma":[0.0000056799063,0.000008035215,0.00024819246,0.00011640332,0.0000018864216,0.00009164797,0.00019425483,0.0002804817,0.000059602757,0.64611995,0.35286522,0.0000086733035],"about_ca_topic_score_codex":0.010307984,"about_ca_topic_score_gemma":0.0101201795,"teacher_disagreement_score":0.0133578,"about_ca_system_score_codex":0.0037413128,"about_ca_system_score_gemma":0.002074935,"threshold_uncertainty_score":0.044686258},"labels":[],"label_agreement":null}]}