{"id":"W4255286769","doi":"10.4000/ree.3748","title":"Édito","year":2007,"lang":"fr","type":"article","venue":"Recherches en éducation","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00116426,0.001028985,0.0009310765,0.002458788,0.00198324,0.005826607,0.002033186,0.002173378,0.5799784],"category_scores_gemma":[0.004860729,0.0003789073,0.000748412,0.001900977,0.000805548,0.00359666,0.002876183,0.002209795,0.3948101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001684819,"about_ca_system_score_gemma":0.002815521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003356138,"about_ca_topic_score_gemma":0.005249334,"domain_scores_codex":[0.99875,0.000162668,0.00009550189,0.0002979359,0.0005661353,0.0001277796],"domain_scores_gemma":[0.9976805,0.0002723635,0.0001173475,0.0003470666,0.001096842,0.0004858004],"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":[0.00004122133,0.00001989024,0.0001663886,0.0003081212,0.000007331817,0.0001243636,0.0001461387,0.0000632625,0.0002842425,0.007686611,0.9013086,0.08984387],"study_design_scores_gemma":[0.000002285761,0.000004442059,0.0001280343,0.00006494253,0.000001510632,0.00006419927,0.00004427644,0.00001062197,0.00004081244,0.000501899,0.9991345,0.00000243382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001444591,0.01736004,0.002707039,0.02194229,0.1043034,0.0002454631,0.006186888,0.001678942,0.8441314],"genre_scores_gemma":[0.003841716,0.005834495,0.0009954664,0.004603596,0.007172213,0.00009617831,0.002808047,0.0005714803,0.9740769],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4200216,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6358199051445173,"score_gpt":0.580939101787922,"score_spread":0.05488080335659529,"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."}}