{"id":"W4393320433","doi":"10.3917/lfa.224.0107","title":"Entretien avec Bruno Blanckeman","year":2024,"lang":"fr","type":"article","venue":"Le Français aujourd hui","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001944769,0.0002298841,0.0002626563,0.0001145567,0.000743542,0.0002285724,0.0003717179,0.0003583688,0.003135024],"category_scores_gemma":[0.0003109325,0.0002522054,0.0002268945,0.0006059846,0.001773083,0.0004294343,0.00003876681,0.0004980717,0.002679724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001305989,"about_ca_system_score_gemma":0.0009137171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006057641,"about_ca_topic_score_gemma":0.000672246,"domain_scores_codex":[0.9975663,0.0005550269,0.0003784073,0.0004830642,0.0003841573,0.0006330612],"domain_scores_gemma":[0.9982597,0.001080251,0.00008191239,0.0002285947,0.0001291701,0.0002203456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001653807,0.0001056083,0.002817868,0.0001102681,0.0001088686,0.00001304736,0.438439,0.00001235464,0.00003060781,0.4710975,0.0636519,0.02361128],"study_design_scores_gemma":[0.000163461,0.00004359034,0.005487151,0.0002485834,0.00006212404,0.00001064665,0.06401409,0.0002774694,0.00002640298,0.01150214,0.9178694,0.0002949665],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2656463,0.07643027,0.001295474,0.4496353,0.04057837,0.0004407313,0.00007859958,0.0004351695,0.1654598],"genre_scores_gemma":[0.8718739,0.002532733,0.0007926185,0.0009471367,0.01282679,0.00002893989,0.00004054781,0.00003968717,0.1109177],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8542175,"threshold_uncertainty_score":0.999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08177574427109746,"score_gpt":0.3880745354052411,"score_spread":0.3062987911341437,"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."}}