{"id":"W7075714081","doi":"","title":"Animer un débat interprétatif : présentation d’une grille d’analyse des gestes didactiques des enseignants du secondaire","year":2021,"lang":"fr","type":"article","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Qualitative research; Context (archaeology); Component (thermodynamics); Quality (philosophy); Apprenticeship","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":[],"category_scores_codex":[0.0001343426,0.0004755032,0.0004886878,0.00009857617,0.00073462,0.0003799364,0.0003135074,0.0003076649,0.002483686],"category_scores_gemma":[0.00007854585,0.0004987713,0.0004053695,0.001101113,0.0008231429,0.001136995,0.0002140931,0.0006698711,0.000245704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003405376,"about_ca_system_score_gemma":0.0005213962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001445185,"about_ca_topic_score_gemma":0.0001048324,"domain_scores_codex":[0.9975684,0.0004644227,0.0004001534,0.0006060781,0.0003100444,0.0006508469],"domain_scores_gemma":[0.9979722,0.0004231156,0.0002808531,0.0002578225,0.0006891276,0.0003768965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002978317,0.001758714,0.01435151,0.0002254138,0.003041722,0.0008340804,0.06870099,0.003349346,0.01595918,0.5021691,0.01809673,0.3712154],"study_design_scores_gemma":[0.00493531,0.0005287405,0.3430192,0.001521088,0.001859881,0.000299381,0.1993958,0.004940222,0.103079,0.3256417,0.01254549,0.002234185],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655339,0.0007523431,0.007653164,0.01007933,0.0005310407,0.0002330384,0.0004288321,0.00008720157,0.01470117],"genre_scores_gemma":[0.9845973,0.00005324637,0.001816504,0.0001883067,0.0009512875,0.00001008474,0.0006128418,0.00005017924,0.0117202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3689812,"threshold_uncertainty_score":0.9997464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02191081858659615,"score_gpt":0.2406165270095358,"score_spread":0.2187057084229397,"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."}}