{"id":"W4406752011","doi":"10.3917/rdm1.064.0325","title":"• M artin Éric et M ussi Sébastien, Bienvenue dans la machine. Enseigner à l’ère numérique , Montréal, éditions Écosociété, 2023, 16 €, 184 pages.","year":2024,"lang":"fr","type":"article","venue":"Revue du MAUSS","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004270809,0.001568936,0.00108128,0.00186607,0.002666518,0.007271185,0.001145296,0.003569088,0.08033832],"category_scores_gemma":[0.01759888,0.0007932051,0.0005724521,0.002116288,0.002379707,0.009821097,0.002485127,0.003928712,0.04491751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002765581,"about_ca_system_score_gemma":0.004648118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03026325,"about_ca_topic_score_gemma":0.05002129,"domain_scores_codex":[0.9969566,0.0008796041,0.000134775,0.0004983116,0.001285356,0.0002453618],"domain_scores_gemma":[0.9948468,0.002055794,0.0002890262,0.0002564719,0.001779483,0.0007723399],"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":[0.00001869429,0.000003351578,0.00007274272,0.0001177294,0.000002742777,0.00001262369,0.0001880359,0.00003143741,0.00004863626,0.004740011,0.9640523,0.03071172],"study_design_scores_gemma":[0.000004274135,0.000003618532,0.0002054737,0.0001299458,0.000002473949,0.00004822639,0.0001553787,0.00008352329,0.00006108818,0.001650084,0.997647,0.000008951871],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001488481,0.211136,0.01413433,0.5168912,0.09160185,0.00008364533,0.002346958,0.002220298,0.1600973],"genre_scores_gemma":[0.02148844,0.1141701,0.008908154,0.05244603,0.02530451,0.0001640749,0.001168999,0.002160831,0.7741888],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08033832,"threshold_uncertainty_score":0.2687585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02200495040777955,"score_gpt":0.2790637425613452,"score_spread":0.2570587921535656,"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."}}