{"id":"W3182566953","doi":"10.7202/1078486ar","title":"Préface","year":2021,"lang":"fr","type":"article","venue":"Enjeux et société Approches transdisciplinaires","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001335596,0.0008168116,0.0006143961,0.002325267,0.002631376,0.003937529,0.001193051,0.001361042,0.371474],"category_scores_gemma":[0.009162039,0.0002551263,0.0003940548,0.002166154,0.0006521135,0.003040416,0.002260306,0.002710674,0.2380581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002538033,"about_ca_system_score_gemma":0.002780446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005405505,"about_ca_topic_score_gemma":0.005248191,"domain_scores_codex":[0.9990366,0.000151834,0.00007490476,0.0001657624,0.0004828125,0.00008820543],"domain_scores_gemma":[0.9942616,0.0007898784,0.000223274,0.000370548,0.003547732,0.0008069505],"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":[0.00001856727,0.000009202463,0.0001031636,0.0001101978,0.000001254626,0.00003304328,0.000144026,0.00003054358,0.0001062056,0.003208109,0.9684659,0.02776954],"study_design_scores_gemma":[0.000002198457,0.000006655185,0.0003138702,0.00009387745,8.021566e-7,0.00004814154,0.00008972487,0.00001116241,0.00004540336,0.0007274632,0.9986575,0.000003136156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002981857,0.02039971,0.005170264,0.06080481,0.1941526,0.0005762575,0.02013408,0.001670944,0.6941094],"genre_scores_gemma":[0.01160727,0.01005597,0.002558249,0.008422742,0.03307602,0.000356813,0.01233517,0.00097173,0.920616],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.628526,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.201032474026114,"score_gpt":0.4775652008392322,"score_spread":0.2765327268131181,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}