{"id":"W2143413454","doi":"10.3138/cmlr.60.3.355","title":"Rethinking Teaching Strategies for Intensive French","year":2004,"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":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fluency; AP French Language; Variety (cybernetics); Curriculum; Flexibility (engineering); Mathematics education; Grammar; Teaching method; Pedagogy; Literacy; Atmosphere (unit); Computer science; Language education; Psychology; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004994774,0.0006841626,0.0004346676,0.001632786,0.002492133,0.004442502,0.001700689,0.001345281,0.002817086],"category_scores_gemma":[0.007700469,0.0001982969,0.0003764541,0.0008839159,0.006414121,0.002865523,0.003107859,0.001750806,0.0005472674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006800526,"about_ca_system_score_gemma":0.005917192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01628609,"about_ca_topic_score_gemma":0.04482746,"domain_scores_codex":[0.9949226,0.003580478,0.0001137042,0.000303009,0.0006904286,0.0003898136],"domain_scores_gemma":[0.9940392,0.004487148,0.0003113144,0.0002785667,0.0005579123,0.0003259767],"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":[0.0000978543,0.000220516,0.003638713,0.0009477984,0.000021947,0.000816825,0.3620088,0.0003453396,0.005764185,0.09903076,0.004524408,0.5225829],"study_design_scores_gemma":[0.0001191695,0.0005078242,0.01259733,0.001774026,0.00007952537,0.002696179,0.2073106,0.001306548,0.008229649,0.04879704,0.7164733,0.000108882],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5677918,0.03200006,0.1573081,0.02788528,0.0009943132,0.0005855553,0.00007188026,0.0007899809,0.212573],"genre_scores_gemma":[0.9049193,0.007659513,0.06406757,0.001643462,0.0001460949,0.0003424295,0.00004804509,0.0001455213,0.02102818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01628609,"threshold_uncertainty_score":0.04934156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03173489280575641,"score_gpt":0.3084646421418611,"score_spread":0.2767297493361047,"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."}}