{"id":"W1603937384","doi":"","title":"L’oral dans la langue-culture","year":2011,"lang":"fr","type":"article","venue":"Érudit (Université de Montréal)","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007939394,0.0002481114,0.0002773429,0.00009273266,0.0007764882,0.00002312467,0.0005878153,0.0004929909,0.002853099],"category_scores_gemma":[0.0001556523,0.000277875,0.0002117146,0.0006289736,0.0007215346,0.0003109523,0.0002218918,0.0004841817,0.0006649191],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004534726,"about_ca_system_score_gemma":0.00008543659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1487265,"about_ca_topic_score_gemma":0.3196448,"domain_scores_codex":[0.9972248,0.001238901,0.0001390007,0.0003787594,0.0003456907,0.000672857],"domain_scores_gemma":[0.9989352,0.000134218,0.0001547203,0.0003415119,0.00008149716,0.0003528895],"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":[0.0000538283,0.0001891634,0.003279937,0.00004110397,0.0001862804,0.007804891,0.2019335,0.00003247075,0.0009009007,0.3943892,0.1748876,0.2163011],"study_design_scores_gemma":[0.0004054494,0.00009721425,0.003289334,0.00004933349,0.0001740997,0.0001356956,0.02377572,0.0000952902,0.0001923458,0.003130958,0.9683255,0.000329055],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1084531,0.09269084,0.002192563,0.01320285,0.00124888,0.0002258088,0.00004032686,0.0003076057,0.7816381],"genre_scores_gemma":[0.0607872,0.004354269,0.03358084,0.0004244561,0.0003910126,0.00000366762,0.00001478482,0.00004720119,0.9003966],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7934379,"threshold_uncertainty_score":0.9999673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415651001370485,"score_gpt":0.2108858241042575,"score_spread":0.1967293140905526,"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."}}