{"id":"W4416687573","doi":"10.1108/book-978-1-62396-725-320251010","title":"Oul to Soul—Teacher to Student","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Educational Philosophies and Pedagogies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0003532133,0.0005053434,0.0003417154,0.0007839597,0.002808815,0.004426541,0.0006279725,0.001433241,0.03452179],"category_scores_gemma":[0.001033925,0.0001846812,0.0001722142,0.0006868486,0.003201999,0.004324425,0.002550899,0.004443405,0.01185853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00249507,"about_ca_system_score_gemma":0.002887238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002915394,"about_ca_topic_score_gemma":0.008940375,"domain_scores_codex":[0.9996648,0.000133242,0.00001116379,0.0000517625,0.00009789009,0.00004116049],"domain_scores_gemma":[0.9997186,0.00009587773,0.00001286055,0.00003120984,0.00006935627,0.00007201154],"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":[0.000008445698,0.00002649122,0.00009178465,0.0001079622,0.000001236763,0.00004453225,0.003984317,0.00007039589,0.0001588576,0.6918301,0.1876822,0.1159938],"study_design_scores_gemma":[0.000001137045,0.000005011469,0.00006395579,0.0001244101,6.930131e-7,0.00004094065,0.0007126185,0.00003647895,0.00007804302,0.0299883,0.9689465,0.000001951545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007949717,0.01427648,0.003398653,0.007046738,0.002661929,0.00001915798,0.00003733035,0.000134821,0.97163],"genre_scores_gemma":[0.02506105,0.008151305,0.001546128,0.002249599,0.0008754895,0.00005148045,0.00004302908,0.0002375024,0.9617844],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03452179,"threshold_uncertainty_score":0.1154869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.115586516405427,"score_gpt":0.4219793656244907,"score_spread":0.3063928492190637,"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."}}