{"id":"W2039553678","doi":"10.1017/s0272263101241060","title":"<b>BACKGROUND SPEAKERS: DIVERSITY AND ITS MANAGEMENT IN THELOTE CLASSROOM.</b><i>Michael Clyne, Sue Fernandez, Imogen Y. Chen, and RenataSummo-O'Connell.</i> Belconnen, ACT, Australia: Language Australia, 1997. Pp. vi +177. A$30.80 paper.","year":2001,"lang":"en","type":"article","venue":"Studies in Second Language Acquisition","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Chen; Diversity (politics); Foreign language; Perception; Sociology; First language; Psychology; Second language; Linguistics; Pedagogy; Political science; Law; Anthropology","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":[0.001292129,0.0003062264,0.0002644599,0.001100408,0.003896081,0.004502582,0.0009483005,0.00169961,0.02472696],"category_scores_gemma":[0.002267085,0.0002576947,0.0001305718,0.001483039,0.001967929,0.004830583,0.003725728,0.002050183,0.003240678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002573143,"about_ca_system_score_gemma":0.003532669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03240887,"about_ca_topic_score_gemma":0.09115104,"domain_scores_codex":[0.9993919,0.0002020967,0.00002089394,0.00005504184,0.0001677629,0.0001623862],"domain_scores_gemma":[0.9978955,0.0004525265,0.0001240425,0.0000290999,0.0003125934,0.001186179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003386807,0.0001564566,0.008004186,0.0002691296,0.000008833186,0.0002398494,0.01763162,0.00006672603,0.0002130248,0.01183649,0.7437705,0.2177694],"study_design_scores_gemma":[0.00001435871,0.00009559916,0.05070736,0.001434025,0.00002036861,0.0004394417,0.09355917,0.0002418769,0.0003195094,0.01130197,0.8418355,0.00003071743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.04172635,0.2843771,0.001734298,0.4415358,0.006906159,0.0001006213,0.0002976509,0.0001458663,0.2231762],"genre_scores_gemma":[0.4142428,0.1958206,0.002385928,0.02566667,0.005018515,0.0002432016,0.0004620899,0.0001565489,0.3560035],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03240887,"threshold_uncertainty_score":0.08271992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06783390923840137,"score_gpt":0.3121603262607294,"score_spread":0.244326417022328,"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."}}