{"id":"W4389850283","doi":"10.4000/ced.4721","title":"Éditorial","year":2023,"lang":"fr","type":"article","venue":"Contextes et didactiques","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"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":[0.003339101,0.001150801,0.00141024,0.003233141,0.00188814,0.006101849,0.002105105,0.003747852,0.1081798],"category_scores_gemma":[0.02075235,0.0004607047,0.001036791,0.001544122,0.00155971,0.00368433,0.001936216,0.005550475,0.05044204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001870091,"about_ca_system_score_gemma":0.003505873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001571804,"about_ca_topic_score_gemma":0.002273615,"domain_scores_codex":[0.9965682,0.0005073567,0.0003380648,0.00059711,0.001675739,0.0003134691],"domain_scores_gemma":[0.9837611,0.004658168,0.001126682,0.0009569423,0.007711822,0.001785261],"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":[0.00001557701,0.000004770873,0.00003120386,0.0002322346,0.000005271084,0.00004068816,0.00002055306,0.00001098697,0.00004539386,0.000683797,0.987336,0.01157351],"study_design_scores_gemma":[0.000007426973,0.00000527197,0.0000828231,0.0004131016,0.000006081295,0.00007817848,0.000032945,0.00001307285,0.00004960571,0.0004072942,0.9989003,0.000003821995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001476582,0.01746005,0.000302953,0.04855376,0.9110503,0.00004504746,0.0005104617,0.0001512072,0.02177852],"genre_scores_gemma":[0.002895887,0.02746425,0.000396344,0.04325382,0.8205507,0.00008659536,0.0008200393,0.0002465445,0.1042859],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1081798,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3082982118642677,"score_gpt":0.529215608695223,"score_spread":0.2209173968309553,"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."}}