{"id":"W2807825088","doi":"10.21810/sfuer.v10i2.316","title":"A Program Aimed Towards the Struggling Science Teachers of English Language Learners: A Proposition","year":2018,"lang":"en","type":"article","venue":"SFU Educational Review","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Multitude; Christian ministry; Set (abstract data type); Pedagogy; Proposition; Mathematics education; Perspective (graphical); Face (sociological concept); English language; Sociology; Psychology; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002443283,0.0002216498,0.0001985458,0.001012343,0.001973521,0.00143741,0.001007247,0.001075832,0.002477214],"category_scores_gemma":[0.002587364,0.0001264819,0.000226893,0.0005445643,0.0009528511,0.0006877384,0.001970203,0.001161648,0.0002500627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003545095,"about_ca_system_score_gemma":0.02314775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05002791,"about_ca_topic_score_gemma":0.1102107,"domain_scores_codex":[0.9990317,0.0004912516,0.00004115981,0.00008353734,0.0002007771,0.0001515363],"domain_scores_gemma":[0.9985852,0.0003984209,0.0001022737,0.000070389,0.0003746853,0.00046905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003226087,0.003354243,0.003998509,0.006170258,0.00002537085,0.0005503098,0.0102912,0.0004844503,0.004091798,0.01373703,0.01512322,0.941851],"study_design_scores_gemma":[0.002147129,0.008888305,0.12051,0.01050689,0.0005718259,0.001228455,0.03536018,0.002183186,0.009852471,0.006321197,0.8023494,0.00008087038],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6522189,0.05451362,0.02210335,0.06892083,0.002760252,0.01981958,0.0003891769,0.0004935563,0.1787807],"genre_scores_gemma":[0.8058792,0.03064326,0.06937008,0.01211534,0.0003352471,0.01481484,0.0004323693,0.00003401698,0.06637566],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05002791,"threshold_uncertainty_score":0.09947342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04476261007017836,"score_gpt":0.3546525738480502,"score_spread":0.3098899637778718,"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."}}