{"id":"W4232474130","doi":"10.37571/2020.0103","title":"« Didactique »?","year":2020,"lang":"fr","type":"article","venue":"Didactique","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001223531,0.000203775,0.0002492851,0.0000332601,0.0004826674,0.00007207492,0.0003244709,0.0003979279,0.001984273],"category_scores_gemma":[0.001911251,0.0002384048,0.0001518312,0.0005108976,0.001107842,0.0004679768,0.00003501034,0.0005670749,0.00081335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001189278,"about_ca_system_score_gemma":0.000609941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006198555,"about_ca_topic_score_gemma":0.00007094086,"domain_scores_codex":[0.9974951,0.001066078,0.0003030255,0.0004093921,0.0002522322,0.0004742255],"domain_scores_gemma":[0.9976471,0.001463455,0.0001756484,0.0001551487,0.0001699119,0.0003887185],"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":[0.000006544225,0.0001348739,0.006746848,0.00006646476,0.00007858028,0.000004448787,0.2626992,0.00001519741,0.0001915266,0.7041582,0.01902517,0.006872858],"study_design_scores_gemma":[0.0001738806,0.00007973059,0.00648173,0.0000423912,0.00003655672,0.000003160928,0.08017614,0.00006834215,0.000217403,0.006092774,0.9063184,0.0003095345],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1186107,0.003205673,0.001860067,0.6398409,0.007034819,0.0003621306,0.00003337747,0.0001965193,0.2288558],"genre_scores_gemma":[0.9622573,0.003042114,0.00165814,0.01247026,0.01213385,0.00004199104,0.00003007641,0.00003336474,0.008332876],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8872932,"threshold_uncertainty_score":0.9999647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3313550551681868,"score_gpt":0.4816666369662553,"score_spread":0.1503115817980685,"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."}}