{"id":"W7100437890","doi":"","title":"Published by Canadian Center of Science and Education 205 Reflective Classroom Practice for Effective Classroom Instruction","year":2016,"lang":"en","type":"article","venue":"","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blame; Task (project management); Test (biology); English language; English as a second language; Center (category theory); Language proficiency; Teaching method","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002531863,0.0009139251,0.001082036,0.003825345,0.007648251,0.0104629,0.001654847,0.003890688,0.6657999],"category_scores_gemma":[0.007836331,0.0008651933,0.0006339273,0.00544719,0.003992724,0.002801369,0.003600187,0.00274845,0.3537917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02408153,"about_ca_system_score_gemma":0.09484328,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6677332,"about_ca_topic_score_gemma":0.8269704,"domain_scores_codex":[0.9974057,0.000202485,0.0001509582,0.0003356068,0.001497557,0.0004076781],"domain_scores_gemma":[0.9855003,0.001018184,0.0002735188,0.001524244,0.009399601,0.002284136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001862193,0.00004048109,0.0008823276,0.0002494166,0.000005462378,0.0001188989,0.0002802045,0.0001347591,0.0003876305,0.03078773,0.833176,0.1339186],"study_design_scores_gemma":[0.000002110107,0.000003266939,0.0009044203,0.000110151,0.000001620548,0.00003355589,0.0001297996,0.00005759087,0.00004670571,0.0006124112,0.9980921,0.00000621769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0005586976,0.001707784,0.001029854,0.00993885,0.001580996,0.0001324841,0.002874081,0.0003979684,0.9817793],"genre_scores_gemma":[0.006911119,0.00193636,0.001707403,0.0009009058,0.0001041987,0.00006332353,0.0009389364,0.0002016023,0.9872362],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6677332,"threshold_uncertainty_score":0.6684471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01179895921813396,"score_gpt":0.3676229505803633,"score_spread":0.3558239913622294,"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."}}