{"id":"W4319159041","doi":"10.4000/reperes.5372","title":"Commentaire, commentaires","year":2022,"lang":"fr","type":"article","venue":"Repères","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","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":[0.008417987,0.0008308839,0.0007523256,0.001682149,0.007258271,0.009322194,0.002495714,0.009104904,0.06770743],"category_scores_gemma":[0.07127826,0.0003951838,0.001058055,0.001958036,0.005960348,0.007654341,0.004164589,0.01459976,0.0275919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006972959,"about_ca_system_score_gemma":0.008093776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01840089,"about_ca_topic_score_gemma":0.01232153,"domain_scores_codex":[0.9898984,0.002932022,0.0007278792,0.001950114,0.003135304,0.001356335],"domain_scores_gemma":[0.9667621,0.01325262,0.001637308,0.001983962,0.01501286,0.00135116],"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":[0.00003557927,0.00001102821,0.0002325141,0.0001655073,0.000007530131,0.0001508043,0.002176551,0.00002524493,0.0001813972,0.02140036,0.9712711,0.004342417],"study_design_scores_gemma":[0.000005286432,0.000004177838,0.0003415415,0.000229316,0.000004991674,0.00005427677,0.001650954,0.0000301758,0.0001597789,0.002097011,0.9954062,0.0000164384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002420287,0.005504171,0.00116773,0.6970987,0.2037078,0.0001290995,0.001798494,0.0002107833,0.08796299],"genre_scores_gemma":[0.0558376,0.006799887,0.001262142,0.4672465,0.1070986,0.0006578224,0.00148432,0.0007284584,0.3588846],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06770743,"threshold_uncertainty_score":0.2265039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3112379099352106,"score_gpt":0.5032415144604072,"score_spread":0.1920036045251967,"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."}}