{"id":"W2766031945","doi":"10.3406/spira.2008.1208","title":"Un enseignement du français revisité par la perspective interculturelle","year":2008,"lang":"fr","type":"article","venue":"Spirale - Revue de recherches en éducation","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006114523,0.0003063607,0.0003804507,0.0001172123,0.000598805,0.00007041925,0.000456728,0.0007742919,0.00112525],"category_scores_gemma":[0.007314119,0.0003444525,0.0002525281,0.0008437154,0.0006294013,0.0003167599,0.00008029583,0.001134502,0.0004203015],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004692813,"about_ca_system_score_gemma":0.001049047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02015084,"about_ca_topic_score_gemma":0.0007039191,"domain_scores_codex":[0.9899263,0.008204809,0.0004153972,0.0005948407,0.000294915,0.0005636758],"domain_scores_gemma":[0.9972834,0.001447899,0.0002751527,0.0004315213,0.0003429844,0.0002190478],"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":[0.00001199328,0.0003544971,0.003774393,0.0001599377,0.0001063115,0.00006404617,0.8511264,0.00006152428,0.001406054,0.02272626,0.009847919,0.1103606],"study_design_scores_gemma":[0.0006462371,0.0003442254,0.05672583,0.0008384392,0.0003005229,0.000321383,0.07648246,0.0003212161,0.004917162,0.0127297,0.845372,0.001000837],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4858825,0.05633251,0.008880995,0.07160609,0.00254004,0.0009639855,0.00001138373,0.0002712409,0.3735112],"genre_scores_gemma":[0.7656032,0.01058466,0.1181386,0.0008171093,0.004013161,0.00013247,0.00002758659,0.00008746481,0.1005958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8355241,"threshold_uncertainty_score":0.9999008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0778056454138843,"score_gpt":0.3544735098322673,"score_spread":0.276667864418383,"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."}}