{"id":"W2095100399","doi":"10.5539/elt.v4n1p51","title":"Characteristics of English Teachers when Training Global Multi Cultural Students (Sinop Sample)","year":2011,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Multiculturalism; Mathematics education; Globalization; Sample (material); English language; Pedagogy; Style (visual arts); Qualitative research; Teaching english; Teaching method; Sociology; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005597456,0.0001190986,0.0001903193,0.0006319201,0.001027136,0.001140611,0.0002121073,0.00042501,0.00305417],"category_scores_gemma":[0.002834475,0.0001896778,0.0001183267,0.0006087799,0.0003926522,0.0006017424,0.0006203792,0.000423515,0.0005459884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004686116,"about_ca_system_score_gemma":0.0009436966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005983012,"about_ca_topic_score_gemma":0.01535114,"domain_scores_codex":[0.9996538,0.00005134281,0.00003327401,0.00004581927,0.00009103095,0.0001247798],"domain_scores_gemma":[0.9983419,0.0002872249,0.0004206749,0.00003954289,0.0002801372,0.0006304301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006598783,0.0002196775,0.9251402,0.00006470805,0.000005495072,0.001209218,0.06072632,0.00003015783,0.001904327,0.0001031474,0.0005264467,0.01000445],"study_design_scores_gemma":[0.000004119922,0.0001688523,0.89733,0.00003674372,0.000006001785,0.0007613898,0.09865505,0.00003734668,0.0002364413,0.00002385505,0.002731578,0.000008543322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990268,0.00005827042,0.0000184471,0.00006302873,0.000006385784,0.000007097951,0.00002154495,0.000001385525,0.0007969813],"genre_scores_gemma":[0.9979666,0.0001252614,0.00004146359,0.00006117511,0.000004376879,0.00001950214,0.00004214411,0.000003345471,0.001736026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005983012,"threshold_uncertainty_score":0.01189637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0504452047593982,"score_gpt":0.2794952756717719,"score_spread":0.2290500709123737,"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."}}