{"id":"W2784859462","doi":"","title":"English Language Teachers’ perceptions of academic integrity and classroom behaviour of culturally diverse adult English Language Learners (ELLs) in Canada: A critical perspective","year":2017,"lang":"en","type":"dissertation","venue":"Open Research Exeter (University of Exeter)","topic":"Communication in Education and Healthcare","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ell; Perspective (graphical); English language; Perception; Pedagogy; Mathematics education; Academic integrity; English-language learner; Psychology; Teaching method; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002539132,0.0003718635,0.0005360048,0.002085161,0.02032745,0.006030963,0.001384009,0.0008806348,0.001836295],"category_scores_gemma":[0.00689976,0.0004401829,0.000364131,0.002459945,0.006215216,0.001401647,0.003980421,0.002189892,0.0001727266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05496217,"about_ca_system_score_gemma":0.08344407,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9906137,"about_ca_topic_score_gemma":0.9955089,"domain_scores_codex":[0.9971399,0.0004347658,0.0001381718,0.0002392504,0.000885831,0.001162196],"domain_scores_gemma":[0.9914637,0.001377838,0.0009188285,0.0001197812,0.003530949,0.00258885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004235587,0.0000693219,0.1229733,0.00008383448,0.000009491365,0.0005294063,0.8665645,0.00005230277,0.0008211018,0.0006824018,0.001005532,0.007166423],"study_design_scores_gemma":[0.000001774731,0.00002680359,0.081462,0.00008920236,0.000006774858,0.00006158376,0.9146854,0.00005087709,0.0001232249,0.00005314582,0.003416575,0.00002261663],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954773,0.0002605325,0.00004199255,0.001012798,0.00001003272,0.00002409817,0.00006113738,0.00000384766,0.003108308],"genre_scores_gemma":[0.9978296,0.0003699928,0.00009470641,0.0002525473,0.00000274308,0.00001328427,0.00004741473,0.000003711698,0.001385978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9991193,"threshold_uncertainty_score":0.3987803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08702919423868562,"score_gpt":0.4605717111976401,"score_spread":0.3735425169589545,"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."}}