{"id":"W4416687613","doi":"10.1108/978-1-62396-725-3","title":"Teaching from the Thinking Heart","year":2014,"lang":"en","type":"book","venue":"","topic":"Education Methods and Practices","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Accountability; Miller; Work (physics); Holistic education; Field (mathematics); Higher education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00062967,0.0006207003,0.0003922794,0.000602355,0.003837324,0.006752101,0.0006620637,0.001305932,0.02615725],"category_scores_gemma":[0.001857823,0.0002964606,0.0004141041,0.0004347484,0.005245421,0.00638078,0.003208922,0.005838109,0.01124782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002467566,"about_ca_system_score_gemma":0.002859044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001765485,"about_ca_topic_score_gemma":0.004696584,"domain_scores_codex":[0.999375,0.0001879869,0.00001676939,0.0001030404,0.0002395364,0.00007759267],"domain_scores_gemma":[0.9994751,0.000210398,0.00002633568,0.00006591915,0.00009044239,0.0001318384],"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":[0.00001976954,0.00003885492,0.0001637973,0.0002136255,0.000006284906,0.0001552223,0.01800937,0.000116427,0.0006730857,0.3950523,0.4833924,0.1021589],"study_design_scores_gemma":[0.000002777505,0.000006537955,0.0000702853,0.0001958643,0.000001604619,0.0001228974,0.001728518,0.00003022019,0.00009802684,0.023354,0.9743856,0.000003688668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001908811,0.02303995,0.008581894,0.02185882,0.008010893,0.00005970425,0.00008153285,0.0004305538,0.9360278],"genre_scores_gemma":[0.03817547,0.01502065,0.007155649,0.0119509,0.001880107,0.0001117601,0.0001088243,0.0005215155,0.9250752],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02615725,"threshold_uncertainty_score":0.08750474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08470447337342657,"score_gpt":0.4456653583588797,"score_spread":0.3609608849854531,"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."}}