{"id":"W612764599","doi":"","title":"J. Blanchet, D. Moore, et S. Asselah Rahal. (2009). Perspectives Pour Une Didactique Des Langues Contextualisee","year":2010,"lang":"fr","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004476992,0.000310327,0.0004228447,0.0007931337,0.0005931279,0.0003093928,0.0006445632,0.0004386109,0.002277138],"category_scores_gemma":[0.0127423,0.0003723382,0.0002063756,0.001188183,0.0008988992,0.0009582904,0.000009183092,0.00143231,0.00005227013],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005510933,"about_ca_system_score_gemma":0.03482902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5926719,"about_ca_topic_score_gemma":0.9705369,"domain_scores_codex":[0.9962649,0.001453383,0.0006643582,0.0003680888,0.000164044,0.001085281],"domain_scores_gemma":[0.9931322,0.00065206,0.0009392119,0.0004189441,0.002231113,0.002626468],"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":[0.000008464095,0.0001888167,0.009920889,0.0001134246,0.0001114297,0.00006271734,0.7174856,0.0000797688,0.001977155,0.1462263,0.05369857,0.07012683],"study_design_scores_gemma":[0.0002868716,0.0001236884,0.09737792,0.000497299,0.0001693843,0.0008259681,0.3551852,0.00004046125,0.0001832156,0.01806422,0.5267685,0.0004772716],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8793532,0.01437267,0.0008661756,0.06225877,0.01510847,0.0002622133,0.00005268754,0.00001774291,0.02770809],"genre_scores_gemma":[0.9355474,0.0003820967,0.01296481,0.001200477,0.004350632,0.00002222493,0.00003759031,0.00006242262,0.04543237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4730699,"threshold_uncertainty_score":0.9998729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04489452660011659,"score_gpt":0.3477556212768935,"score_spread":0.3028610946767769,"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."}}