{"id":"W1506950883","doi":"10.4000/rechercheformation.918","title":"LENOIR Yves, BOUILLIER-OUDOT Marie-Hélène (dir.) (2006). Savoirs professionnels et curriculum de formation","year":2007,"lang":"fr","type":"article","venue":"Recherche & formation","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001795422,0.001546592,0.0007790475,0.002013868,0.003080564,0.004835067,0.000755936,0.004843065,0.04507009],"category_scores_gemma":[0.002927959,0.0008539301,0.0003541084,0.002977363,0.001524212,0.005554735,0.001750623,0.004123318,0.02536062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004293582,"about_ca_system_score_gemma":0.00289193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05013135,"about_ca_topic_score_gemma":0.07895339,"domain_scores_codex":[0.9989693,0.0003075648,0.00009210398,0.0002288683,0.0003069468,0.00009522617],"domain_scores_gemma":[0.9984585,0.0005957787,0.0001879677,0.00005034717,0.0004414202,0.0002659251],"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":[0.0000712268,0.00003055613,0.0007394202,0.0004843653,0.00001428615,0.0001604978,0.00148216,0.00008771848,0.0002375257,0.01911935,0.7565601,0.2210128],"study_design_scores_gemma":[0.00001102857,0.0000154663,0.002286749,0.0004730856,0.000005306846,0.0001755982,0.0006461934,0.00002991543,0.0001165432,0.001911806,0.9943191,0.000009228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0006961484,0.851211,0.001523039,0.09464367,0.0154513,0.00002771743,0.0003550874,0.0001599022,0.03593223],"genre_scores_gemma":[0.02715157,0.5831065,0.003365091,0.01402241,0.008097191,0.0001699838,0.0005377479,0.0003116526,0.3632378],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05013135,"threshold_uncertainty_score":0.1507744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1400817273487973,"score_gpt":0.4153136958355924,"score_spread":0.2752319684867951,"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."}}