{"id":"W1534291447","doi":"","title":"Teaching Styles of Two Native English Speaking Teachers and One Korean English teacher","year":2013,"lang":"en","type":"article","venue":"영어교육연구","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Psychology; Style (visual arts); Competence (human resources); Preference; Pedagogy; Geography; Mathematics; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009913247,0.000230435,0.0003501399,0.0001555848,0.0005665844,0.0002122386,0.0001930901,0.00007188709,0.001771598],"category_scores_gemma":[0.0008084315,0.0002063263,0.00008648519,0.00002816463,0.0003056136,0.0005792601,0.0001078218,0.001068944,0.00002886973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004730954,"about_ca_system_score_gemma":0.0000272743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00800903,"about_ca_topic_score_gemma":0.0008285426,"domain_scores_codex":[0.998266,0.000445153,0.00035389,0.000317585,0.0002565249,0.0003608826],"domain_scores_gemma":[0.9989137,0.000315537,0.0002140495,0.0002279966,0.0002321529,0.00009655624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005483859,0.0001040046,0.0101077,0.00004800863,0.0001127401,0.000001276001,0.8494169,0.00000988956,0.0002034646,0.1014583,0.001305903,0.03722636],"study_design_scores_gemma":[0.002124202,0.0003083799,0.007423881,0.0006484194,0.0001688534,0.000001892005,0.5495342,0.0006473374,0.0002513887,0.003648354,0.4342324,0.001010742],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6057951,0.0001770278,0.00001920528,0.00007709291,0.000202272,0.0001490295,0.000004372642,0.000171542,0.3934043],"genre_scores_gemma":[0.9821983,0.000006165245,0.0006995914,0.0001212924,0.002667902,0.00001597615,0.0000119873,0.00004944795,0.01422936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4329264,"threshold_uncertainty_score":0.9991409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02523507198306929,"score_gpt":0.2462484692198549,"score_spread":0.2210133972367856,"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."}}