{"id":"W2121477852","doi":"10.7202/1071828ar","title":"Teaching as Contemplative Professional Practice","year":2020,"lang":"en","type":"article","venue":"Paideusis","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Contemplation; Conceptualization; Argument (complex analysis); Epistemology; Pedagogy; Sociology; Psychology; Philosophy; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008869309,0.0000509159,0.00007181687,0.00001385685,0.0006068818,0.0000514239,0.0001216392,0.00004194408,0.001048134],"category_scores_gemma":[0.00865101,0.00004670789,0.00002765844,0.0001096362,0.00007539174,0.0002297204,0.00003433588,0.0002033352,0.000684718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005373622,"about_ca_system_score_gemma":0.0003528798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008045833,"about_ca_topic_score_gemma":0.00002856434,"domain_scores_codex":[0.9987637,0.0004694223,0.0001169571,0.000140343,0.000357344,0.0001522711],"domain_scores_gemma":[0.9988388,0.0007718634,0.00004159071,0.00004332562,0.0001132097,0.0001911505],"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":[0.00001733147,0.00007891929,0.0008894266,0.000007773695,0.00002040546,0.000005168398,0.2830717,2.014756e-7,0.0000495459,0.683309,0.02096064,0.01158991],"study_design_scores_gemma":[0.00007460192,0.00001503896,0.0003495885,0.0000181894,0.000008068644,4.149819e-7,0.07925045,0.000007260215,0.00003351285,0.01013787,0.9100267,0.00007825659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01296448,0.00004740421,0.000512402,0.5105948,0.0004508077,0.0001517848,0.000001100245,0.0001188362,0.4751583],"genre_scores_gemma":[0.9277899,0.00001106592,0.006492485,0.05824136,0.000361797,0.00001824219,0.000002506348,0.000005624466,0.007077012],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9148254,"threshold_uncertainty_score":0.9998651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06731991471475358,"score_gpt":0.4258224875589412,"score_spread":0.3585025728441876,"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."}}