{"id":"W2744354169","doi":"10.7202/1070749ar","title":"Rigorous Standards, At What Price? Or What Will Students Learn When No One Is Looking?","year":2020,"lang":"en","type":"article","venue":"Philosophical Inquiry in Education","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mathematics education; Psychology; Epistemology; Pedagogy; Philosophy","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":[0.1130347,0.0007161666,0.001711397,0.001949937,0.003654738,0.01677598,0.003158701,0.009416115,0.008272443],"category_scores_gemma":[0.359828,0.0006219691,0.001073272,0.001735941,0.02908515,0.03151294,0.006830328,0.01872424,0.003572414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008878678,"about_ca_system_score_gemma":0.02659076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005070752,"about_ca_topic_score_gemma":0.00642297,"domain_scores_codex":[0.8837093,0.05925479,0.006821339,0.004558547,0.04131358,0.004342373],"domain_scores_gemma":[0.6824442,0.1457465,0.0247561,0.03894744,0.08753093,0.02057483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001354855,0.00050106,0.006743089,0.0007700948,0.0001686638,0.00009954819,0.009317118,0.0006549562,0.001241573,0.7230651,0.08723998,0.1700633],"study_design_scores_gemma":[0.00008713312,0.0002026911,0.005250026,0.002086163,0.00008812987,0.0001136888,0.01532854,0.001004287,0.001654237,0.8812326,0.09280328,0.0001493447],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01675625,0.005113471,0.03946679,0.8822817,0.006519321,0.0001057981,0.00009012656,0.0002638436,0.04940271],"genre_scores_gemma":[0.7309823,0.007399529,0.06316168,0.1639518,0.005507725,0.0005972441,0.0002349927,0.000577285,0.02758741],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1130347,"threshold_uncertainty_score":0.5977918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1252506615356463,"score_gpt":0.4545183975109544,"score_spread":0.3292677359753081,"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."}}