{"id":"W2898476041","doi":"10.4000/educationdidactique.3070","title":"Expérience, enseignement et apprentissage","year":2018,"lang":"fr","type":"article","venue":"Éducation & didactique","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Context (archaeology); Philosophy; Sociology; Geography","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":[0.003335031,0.0002307686,0.0002026163,0.0001104003,0.001062966,0.0001349528,0.0003630991,0.0002926801,0.006966153],"category_scores_gemma":[0.0009425683,0.0002707737,0.0001090339,0.0006605509,0.002171769,0.0007345301,0.00004055893,0.0003186245,0.001375412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003338564,"about_ca_system_score_gemma":0.001359601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008736086,"about_ca_topic_score_gemma":0.0005176504,"domain_scores_codex":[0.9968412,0.001266029,0.0004354995,0.0005209013,0.0004115259,0.0005248242],"domain_scores_gemma":[0.9977708,0.0008061921,0.0003248869,0.0003477925,0.0005252649,0.0002250226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003129212,0.0004037695,0.001325387,0.00002401043,0.00004103813,3.582763e-7,0.4753441,0.000001566754,0.000156723,0.4552716,0.05817734,0.009251005],"study_design_scores_gemma":[0.0001698939,0.0001080298,0.02372442,0.00008890651,0.0000373071,0.000005389188,0.2005726,0.00001754206,0.0003465942,0.01765704,0.7569575,0.0003147158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4314709,0.001773464,0.004426848,0.1057231,0.02504109,0.0006457341,0.00002156621,0.0001507524,0.4307465],"genre_scores_gemma":[0.9324961,0.001108649,0.005334113,0.002428228,0.008312773,0.0001641877,0.00008190226,0.00002721612,0.05004685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6987802,"threshold_uncertainty_score":0.9999744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.144265843271546,"score_gpt":0.4592796200221921,"score_spread":0.3150137767506461,"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."}}