{"id":"W1972335773","doi":"10.1353/cml.2005.0035","title":"Learning to Speak Everyday (Canadian) French","year":2005,"lang":"en","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vernacular; Competence (human resources); Linguistics; Informal learning; Pronoun; Psychology; Formal education; Verb; Sociology; Pedagogy; Social psychology; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001026371,0.0004238219,0.0002444378,0.0009650408,0.002334205,0.002342516,0.0004908188,0.0004826261,0.005566727],"category_scores_gemma":[0.00253096,0.0001203693,0.0002110146,0.0008985333,0.001203422,0.0006713485,0.001145566,0.0004877641,0.0005637092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007329076,"about_ca_system_score_gemma":0.01131524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8102095,"about_ca_topic_score_gemma":0.8939829,"domain_scores_codex":[0.9992033,0.0001292975,0.00002311899,0.0001296695,0.0002896232,0.0002250912],"domain_scores_gemma":[0.9990469,0.0002135387,0.00009045583,0.00003746518,0.0003271798,0.0002844991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002184235,0.0004092442,0.1605881,0.0004317586,0.00003948741,0.001370426,0.3547893,0.000589115,0.01059451,0.008180191,0.01274794,0.4500414],"study_design_scores_gemma":[0.00002786645,0.0006176931,0.5803183,0.0003617063,0.00005503599,0.001616308,0.198486,0.000657686,0.003519941,0.001306361,0.2129035,0.0001295415],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701695,0.001104341,0.000642775,0.0006780342,0.00003010123,0.00004281811,0.0002120796,0.00003786729,0.02708236],"genre_scores_gemma":[0.9843313,0.001353157,0.0009246031,0.0002054859,0.000008310859,0.00002812903,0.0002133095,0.000009280058,0.01292648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1897905,"threshold_uncertainty_score":0.3818164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01625996916201266,"score_gpt":0.280607788916147,"score_spread":0.2643478197541343,"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."}}