{"id":"W1981192149","doi":"10.1177/1362168811401151","title":"Student and teacher oral language use in a two-way Spanish/English immersion school","year":2011,"lang":"en","type":"article","venue":"Language Teaching Research","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Psychology; Pedagogy; Mathematics education; Preference; Language proficiency; English language; Accommodation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008464484,0.0003258338,0.0005188118,0.001068773,0.00112381,0.00193246,0.0005098445,0.0005423101,0.001579738],"category_scores_gemma":[0.002786551,0.0004161385,0.0004259534,0.000504624,0.0007898637,0.0007143659,0.001543798,0.0009917638,0.0004558168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008771573,"about_ca_system_score_gemma":0.0008255194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01258218,"about_ca_topic_score_gemma":0.03005735,"domain_scores_codex":[0.9991086,0.0002136802,0.0000588861,0.0001188865,0.0002527557,0.00024724],"domain_scores_gemma":[0.9976771,0.0002862843,0.0005690822,0.0000872516,0.0005134722,0.0008668571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002720722,0.001470809,0.8958958,0.00003649277,0.00003356694,0.0006830679,0.08511942,0.00003459609,0.003894209,0.00008140825,0.000248562,0.0122299],"study_design_scores_gemma":[0.00001775569,0.0009934782,0.8946966,0.00002541877,0.00002236752,0.0004429012,0.1011244,0.0000994026,0.001211904,0.00003485907,0.001304257,0.00002663196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998049,0.000008486466,0.000006880275,0.000004855076,8.730328e-7,0.000001931529,0.000006111097,9.364185e-7,0.0001650959],"genre_scores_gemma":[0.9993321,0.00002751659,0.00003080512,0.000008825278,0.000001168684,0.000006098865,0.00003180039,0.00000209321,0.0005594235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01258218,"threshold_uncertainty_score":0.02501792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1854277141385301,"score_gpt":0.5519407778078922,"score_spread":0.3665130636693621,"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."}}