{"id":"W2142681250","doi":"10.5539/ijel.v1n2p230","title":"Performance of Mediation and Situational Constraints of China’s Secondary School EFL Teachers","year":2011,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mediation; Situational ethics; Curriculum; English as a foreign language; Psychology; China; Mathematics education; School teachers; Foreign language; Data collection; Pedagogy; Political science; Sociology; Social psychology","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":[0.003070183,0.0003699081,0.0005178393,0.0009032372,0.004272799,0.003662437,0.0007487725,0.0006750276,0.00346131],"category_scores_gemma":[0.008639953,0.0004338914,0.0001921494,0.0008426098,0.002889346,0.001510643,0.003730834,0.0008119073,0.0002738154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003081967,"about_ca_system_score_gemma":0.005482459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03710352,"about_ca_topic_score_gemma":0.05408505,"domain_scores_codex":[0.9955468,0.001975858,0.0002383139,0.0006022122,0.0004944892,0.001142267],"domain_scores_gemma":[0.9937825,0.002281618,0.001648704,0.0005050564,0.0006484614,0.001133649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001567069,0.0003671974,0.4492966,0.0001046511,0.00002961684,0.00179718,0.5238582,0.0001933676,0.003024579,0.001763678,0.0004145774,0.01899364],"study_design_scores_gemma":[0.00002006137,0.0001550041,0.3089996,0.00009650363,0.00002852375,0.0003291405,0.6811205,0.0007102962,0.00174008,0.0007318732,0.0060126,0.00005588239],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979664,0.00005346376,0.00008953794,0.000105068,0.000001488073,0.000009694936,0.000008598359,0.000004154407,0.0017616],"genre_scores_gemma":[0.9995865,0.00002405355,0.00004597025,0.000009346346,6.491171e-7,0.000006567859,0.000007315575,0.000001293091,0.0003184225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03710352,"threshold_uncertainty_score":0.07377511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02267644887805521,"score_gpt":0.2478020810360028,"score_spread":0.2251256321579476,"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."}}