{"id":"W4387564972","doi":"10.3138/9781487545260","title":"For the Encouragement of Learning","year":2023,"lang":"en","type":"book","venue":"University of Toronto Press eBooks","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044869,0.00006508816,0.0001404489,0.000009524246,0.0003500946,0.000009572439,0.0003846441,0.0001026635,0.0002033293],"category_scores_gemma":[0.00007459976,0.00006380425,0.0001059964,0.000001372989,0.0002868866,0.00002591361,0.00008888389,0.00008406141,0.000002510682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002603777,"about_ca_system_score_gemma":0.0004455069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02897175,"about_ca_topic_score_gemma":0.01764535,"domain_scores_codex":[0.999333,0.00005664691,0.00009542373,0.0001120834,0.0002821585,0.0001207501],"domain_scores_gemma":[0.999092,0.0004493818,0.0001303919,0.000111382,0.0001763684,0.00004044659],"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":[0.00002606145,0.00001828052,0.000005442434,0.0001638916,0.0001931284,0.000001008604,0.139394,0.00001123029,0.000002955097,0.7327135,0.1074487,0.02002186],"study_design_scores_gemma":[0.00009544704,0.00001915214,0.00001817377,0.00009212332,0.00007244501,1.318909e-8,0.006569926,0.000006716953,0.000006980817,0.002377109,0.9906754,0.00006647166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003659778,0.0003257099,0.0005737653,0.0001950853,0.0003578585,0.0003496313,0.00001096483,0.00003633673,0.998147],"genre_scores_gemma":[0.0001964517,0.0005556502,0.0004247731,0.00001546694,0.00007401364,9.452996e-7,0.000005998561,0.000007253657,0.9987195],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8832268,"threshold_uncertainty_score":0.9846521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04549053830223925,"score_gpt":0.2877530655159224,"score_spread":0.2422625272136831,"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."}}