{"id":"W6911871642","doi":"10.5281/zenodo.14755503","title":"La pédagogie de première session universitaire","year":2021,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Session (web analytics); Face (sociological concept); Context (archaeology); Work (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005207886,0.0005738438,0.0006270303,0.00103745,0.004579412,0.006850172,0.00176358,0.003354714,0.2063496],"category_scores_gemma":[0.009907264,0.0004666803,0.0009331324,0.0008184056,0.001501212,0.003961587,0.005592367,0.006671241,0.0695032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003919326,"about_ca_system_score_gemma":0.0112455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005131133,"about_ca_topic_score_gemma":0.009818032,"domain_scores_codex":[0.9952222,0.001844022,0.0001515424,0.0005250742,0.001312708,0.0009445316],"domain_scores_gemma":[0.9917266,0.001431968,0.0003325276,0.0007532004,0.002332902,0.003422687],"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":[0.0003405596,0.0009062215,0.001792844,0.0005309943,0.00002179731,0.0004835452,0.0178889,0.0003235335,0.005248839,0.1123606,0.5740879,0.2860143],"study_design_scores_gemma":[0.00001043203,0.00008422188,0.002121156,0.0001729954,0.000003071593,0.0001691902,0.001353144,0.0001070743,0.0008938723,0.002091165,0.992971,0.00002263302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02421426,0.006021263,0.03871843,0.0450113,0.0189866,0.0009712628,0.001565658,0.004172132,0.8603391],"genre_scores_gemma":[0.09505833,0.002392,0.01289841,0.004495308,0.00155381,0.0007200399,0.0007232118,0.0009862548,0.8811726],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2063496,"threshold_uncertainty_score":0.690308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1856711283105401,"score_gpt":0.3931211621017469,"score_spread":0.2074500337912068,"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."}}