{"id":"W4322761733","doi":"10.3726/b20403","title":"Genre : didactique(s) et pratiques d'enseignement","year":2023,"lang":"fr","type":"preprint","venue":"Peter Lang Verlag eBooks","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American Educational Research Association","keywords":"Humanities; Political science; 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":[0.007310823,0.0006024948,0.000678334,0.00190842,0.00704394,0.01543414,0.001458892,0.00352875,0.02482926],"category_scores_gemma":[0.0186068,0.0002643868,0.0003830807,0.003791396,0.01982664,0.008845369,0.005398176,0.005432217,0.005527249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01105248,"about_ca_system_score_gemma":0.009112267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02881961,"about_ca_topic_score_gemma":0.02529154,"domain_scores_codex":[0.9910265,0.004884608,0.0004716767,0.001245919,0.001785812,0.0005854479],"domain_scores_gemma":[0.9877664,0.005976832,0.001386151,0.001419475,0.002115923,0.001335239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004479576,0.00004582493,0.003450787,0.0004582399,0.00001447956,0.0003335957,0.183579,0.0001042916,0.0003967828,0.7112778,0.04390894,0.0563856],"study_design_scores_gemma":[0.000008917938,0.00002412546,0.002894956,0.0006170558,0.000006295496,0.0002957799,0.0389134,0.00006372868,0.000117467,0.03328665,0.9237554,0.00001619058],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04870652,0.0349896,0.01341949,0.1025031,0.005826976,0.0002451788,0.0005806194,0.0001672121,0.7935613],"genre_scores_gemma":[0.5833802,0.02959307,0.006888186,0.01163619,0.003128523,0.0004864429,0.0005205687,0.0003653846,0.3640015],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02881961,"threshold_uncertainty_score":0.08306217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2707884015495842,"score_gpt":0.4605747802762998,"score_spread":0.1897863787267156,"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."}}