{"id":"W2104968365","doi":"10.1111/0023-8333.00119","title":"The Role of Gender and Immersion in Communication and Second Language Orientations","year":2000,"lang":"en","type":"article","venue":"Language Learning","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":470,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"","keywords":"Psychology; Linguistics; Immersion (mathematics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002785235,0.0000507333,0.00006558742,0.00003552594,0.0004024895,0.00007165067,0.00005327025,0.00001910965,0.001412693],"category_scores_gemma":[0.00002885139,0.00003893515,0.00001241176,0.00002166733,0.0000943987,0.00009030724,0.00002231895,0.0002629614,0.000008415434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005748729,"about_ca_system_score_gemma":0.000003816682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008343088,"about_ca_topic_score_gemma":0.0007625767,"domain_scores_codex":[0.9995107,0.0001616935,0.0001035748,0.00007714329,0.00005450182,0.0000923531],"domain_scores_gemma":[0.999665,0.0001685741,0.00004457626,0.00009640262,0.000008838209,0.00001666574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001244369,0.00001209879,0.009016082,0.00001589044,0.00001021731,0.000001832303,0.8201529,0.00005901487,0.001260616,0.01167327,0.00002502203,0.1577606],"study_design_scores_gemma":[0.0003679347,0.0000385643,0.01279377,0.00005209304,0.00001227933,0.000005053138,0.8953658,0.001390315,0.0001947293,0.0002245585,0.08943854,0.0001163882],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9162914,0.007738348,0.000001338758,0.00004220922,0.000009876559,0.0000404671,0.000001236261,0.00001941845,0.07585572],"genre_scores_gemma":[0.9914547,0.000121046,0.00005771158,0.00003594586,0.00003260963,0.000003106624,0.00001297806,0.000008074381,0.008273859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1576442,"threshold_uncertainty_score":0.9995002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008729470974904936,"score_gpt":0.2392361150881719,"score_spread":0.230506644113267,"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."}}