{"id":"W2113751464","doi":"10.21810/sfuer.v3i.344","title":"The Role of Local Communities and the Shift of L2 Learners’ Frame of Reference in Second Language Acquisition","year":2009,"lang":"en","type":"article","venue":"SFU Educational Review","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Focus (optics); Sociocultural evolution; Second-language acquisition; Frame (networking); Identity (music); Language acquisition; Linguistics; First language; Second language; Psychology; Computer science; Mathematics education; Pedagogy; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002698502,0.0001592403,0.0002583648,0.001101821,0.003330244,0.00315497,0.0006115073,0.0007363451,0.002517811],"category_scores_gemma":[0.003841303,0.0001366289,0.0001256026,0.0006496955,0.004928718,0.002945013,0.003056615,0.0006666467,0.00022469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002035275,"about_ca_system_score_gemma":0.002746193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01339537,"about_ca_topic_score_gemma":0.0273105,"domain_scores_codex":[0.9980108,0.001407839,0.00004600374,0.0001228377,0.0002106871,0.0002017797],"domain_scores_gemma":[0.997399,0.001291501,0.0004933295,0.000104616,0.0002838503,0.000427838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001186811,0.0002897779,0.03830287,0.0006983803,0.0000346487,0.004153944,0.6396265,0.0003605598,0.003323743,0.1047441,0.001870745,0.2064762],"study_design_scores_gemma":[0.00003520135,0.0003343138,0.08616818,0.001050415,0.00006312774,0.002218229,0.7775332,0.0005770543,0.002206544,0.02809175,0.1016567,0.00006531874],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8943182,0.009031228,0.002821733,0.003406457,0.00005350075,0.0000318085,0.00001002173,0.00001882841,0.0903082],"genre_scores_gemma":[0.9971128,0.001030875,0.0003346872,0.00006004736,0.000005841529,0.000006157745,0.00000236229,0.0000029513,0.001444353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01339537,"threshold_uncertainty_score":0.02663481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02010148836605857,"score_gpt":0.2900840772331171,"score_spread":0.2699825888670586,"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."}}