{"id":"W2122572374","doi":"10.1017/s0959269504001826","title":"Research on form-focused instruction in immersion classrooms: implications for theory and practice","year":2004,"lang":"en","type":"article","venue":"Journal of French Language Studies","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Interlanguage; Psychology; Imperfect; Mathematics education; Linguistics; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002534364,0.00006888179,0.0001500154,0.0002859435,0.0004010475,0.00006081771,0.00006920553,0.00002605386,0.00001685983],"category_scores_gemma":[0.001801846,0.0000488018,0.00004335105,0.00005408813,0.0001591253,0.0002978099,0.00002385571,0.0004175967,0.000002371471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001123361,"about_ca_system_score_gemma":0.0000347817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001127565,"about_ca_topic_score_gemma":0.0003238696,"domain_scores_codex":[0.9991405,0.0002444492,0.0002319321,0.00008887508,0.0001457788,0.0001484901],"domain_scores_gemma":[0.9978614,0.001554677,0.0001766181,0.00007457399,0.0003051399,0.00002757572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003149392,0.0001886782,0.0003334906,0.00006821119,0.0001848998,0.00001471018,0.5402862,0.00009943198,0.0005703444,0.3711756,0.001921159,0.08484227],"study_design_scores_gemma":[0.002483627,0.001403542,0.005302505,0.0004841647,0.00006109643,0.00006860022,0.8978089,0.00000224421,0.00009810979,0.0431014,0.04903957,0.0001461971],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756964,0.008844768,0.0002256618,0.005360654,0.0002725115,0.0001469121,0.00000484748,0.00001102679,0.009437211],"genre_scores_gemma":[0.9974933,0.0004358928,0.0007962961,0.0001204166,0.0004814664,0.000007272881,0.000001072646,0.000008428889,0.0006558888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3575227,"threshold_uncertainty_score":0.3084574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1234253698309371,"score_gpt":0.4242652946059394,"score_spread":0.3008399247750023,"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."}}