{"id":"W7161968434","doi":"10.82308/25579","title":"Gender differences and oral production in French immersion","year":2003,"lang":"en","type":"dissertation","venue":"","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"French immersion; Creativity; Variation (astronomy); Qualitative research; Qualitative analysis; Immersion (mathematics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001303901,0.0003326854,0.0003401247,0.00123293,0.0008191792,0.001767341,0.0002674683,0.000432767,0.004227232],"category_scores_gemma":[0.005458464,0.0001687911,0.0002229176,0.0005978454,0.001293313,0.0004297403,0.0008026651,0.0002736238,0.0003590822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009220932,"about_ca_system_score_gemma":0.0005059984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01775207,"about_ca_topic_score_gemma":0.02167426,"domain_scores_codex":[0.9990146,0.0002804179,0.00007215737,0.0001623933,0.0003022821,0.0001681195],"domain_scores_gemma":[0.9971801,0.001440765,0.0005699231,0.00009089129,0.0004671888,0.0002512003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008726744,0.0002182647,0.6192419,0.0002668851,0.00006269255,0.004007665,0.3001954,0.0001647951,0.02718029,0.001124865,0.0005186193,0.0461459],"study_design_scores_gemma":[0.00001252158,0.0006361478,0.8988933,0.00008302104,0.00002341544,0.002532464,0.09012434,0.0001288251,0.001843887,0.000258734,0.005418334,0.00004490788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962441,0.0003931698,0.0001739662,0.00004484115,0.000009394376,0.00001094806,0.0000877388,0.000004447113,0.003031387],"genre_scores_gemma":[0.9984044,0.0001295535,0.00009841513,0.0000223199,0.000005601403,0.00001328498,0.00005048888,0.000005020547,0.001270875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01775207,"threshold_uncertainty_score":0.03529751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0504412487617459,"score_gpt":0.2686649287708391,"score_spread":0.2182236800090933,"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."}}