{"id":"W3035586923","doi":"10.29173/pandpr29397","title":"Pedagogy: A Teacher’s Practice","year":2020,"lang":"en","type":"article","venue":"Phenomenology & Practice","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Pedagogy; Identity (music); Teacher education; Lived experience; Nova scotia; Mathematics education; Resistance (ecology); Phenomenology (philosophy); Psychology; Sociology; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008355032,0.0003765948,0.0005310068,0.001574448,0.01687155,0.008972449,0.002043284,0.003315959,0.003538959],"category_scores_gemma":[0.01605686,0.0004722196,0.0003621859,0.0008756612,0.02523228,0.005008935,0.00805483,0.00481646,0.0008858577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01553629,"about_ca_system_score_gemma":0.01842213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04273271,"about_ca_topic_score_gemma":0.0454201,"domain_scores_codex":[0.9865946,0.008712084,0.0004003011,0.001691835,0.001335769,0.001265418],"domain_scores_gemma":[0.9870761,0.005880686,0.0007348713,0.001209602,0.002171625,0.002927239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009223748,0.00005034466,0.001620466,0.0000736136,0.000003056837,0.0008348354,0.9691741,0.00006745771,0.0008704748,0.01412401,0.002868495,0.01030381],"study_design_scores_gemma":[0.00001215703,0.00007089127,0.00116474,0.0004532377,0.000006347193,0.001119214,0.7412789,0.0001983215,0.0005955115,0.005676226,0.2494017,0.00002278204],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6441377,0.006549861,0.039562,0.08546548,0.00207441,0.0005394378,0.00008290221,0.0004867209,0.2211016],"genre_scores_gemma":[0.9567673,0.00136056,0.006478958,0.002486697,0.00009198998,0.00008396337,0.00001680373,0.0001075326,0.03260619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04273271,"threshold_uncertainty_score":0.1127242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2207993155449711,"score_gpt":0.4800700672499061,"score_spread":0.2592707517049351,"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."}}