{"id":"W7001426635","doi":"","title":"Japanese EFL teachers' perceptions of nonnative varieties of English : are they ready to include other Englishes in their classrooms?","year":2006,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Context (archaeology)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008198111,0.0008650329,0.001646315,0.0009709778,0.0002806805,0.0000339184,0.000594439,0.001164623,0.0003904852],"category_scores_gemma":[0.002908818,0.0008044506,0.0004829711,0.0006686406,0.0001446797,0.000461608,0.000138167,0.001884741,0.00003040017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006170614,"about_ca_system_score_gemma":0.0001273482,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00311957,"about_ca_topic_score_gemma":0.02017369,"domain_scores_codex":[0.9955042,0.0004987103,0.00142003,0.0009508094,0.0009297315,0.0006964913],"domain_scores_gemma":[0.9954405,0.0003871676,0.000908852,0.0009913679,0.001923629,0.0003484191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01594808,0.01456919,0.1476848,0.01626748,0.005793982,0.0006027766,0.1609473,0.0003408668,0.3553067,0.04691891,0.0005492709,0.2350706],"study_design_scores_gemma":[0.01015037,0.003196517,0.4948893,0.01159307,0.001608421,0.00004033505,0.258099,0.00001628562,0.1347717,0.01110711,0.07032934,0.004198509],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8444716,0.0002201853,7.001601e-8,0.00001411273,0.000695496,0.001085071,0.002987388,0.0001301526,0.150396],"genre_scores_gemma":[0.9899293,0.0001346578,0.0002362608,0.0001586076,0.0001936779,0.0002464393,0.001588803,0.0002112243,0.007301071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3472046,"threshold_uncertainty_score":0.9994406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0126846460159345,"score_gpt":0.2515295168894374,"score_spread":0.2388448708735029,"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."}}