{"id":"W1588772879","doi":"10.7202/039853ar","title":"Recherches en didactique des disciplines","year":2009,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal; Université de Montréal","funders":"","keywords":"Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.009672413,0.0002083135,0.0002279146,0.0001724426,0.001721697,0.0003562914,0.0007226598,0.0003056298,0.0002980514],"category_scores_gemma":[0.007023715,0.0002111573,0.0001168009,0.002196939,0.004453308,0.001230807,0.00004247583,0.0003935112,0.0001135325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002463011,"about_ca_system_score_gemma":0.001133789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003744309,"about_ca_topic_score_gemma":0.002804713,"domain_scores_codex":[0.9946105,0.003469174,0.0003190709,0.0005141615,0.0003295689,0.0007575104],"domain_scores_gemma":[0.9978461,0.001269048,0.0002241121,0.0002590109,0.0001683944,0.0002333371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003626271,0.0001620137,0.003721329,0.0001018868,0.00000735016,0.000005748708,0.4284051,0.0008490906,0.00261267,0.06113316,0.0005302802,0.5024678],"study_design_scores_gemma":[0.0001721392,0.0007346637,0.1440878,0.001238559,0.0001102495,0.0001413631,0.06906548,0.006619532,0.002645551,0.7356061,0.03872655,0.000851937],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8040931,0.01914981,0.02529255,0.02952404,0.002439438,0.0002954402,0.000003104763,0.0001642421,0.1190383],"genre_scores_gemma":[0.6453836,0.002141322,0.2994178,0.0003237599,0.001577843,0.00001611152,0.000003993026,0.00001384777,0.05112176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.674473,"threshold_uncertainty_score":0.9995779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5963999473563649,"score_gpt":0.5398417339848486,"score_spread":0.05655821337151634,"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."}}