{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014473,0.0001497827,0.00020633,0.00005028594,0.0005340838,0.00009206887,0.0003696184,0.0001430276,0.001333044],"category_scores_gemma":[0.02381292,0.0001611695,0.00004916107,0.0004163654,0.0004716195,0.001158968,0.00008033135,0.0006589615,0.001979302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000147566,"about_ca_system_score_gemma":0.0006115385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001137185,"about_ca_topic_score_gemma":0.0001505767,"domain_scores_codex":[0.996856,0.001685112,0.0002380297,0.0004039344,0.0003282783,0.0004886634],"domain_scores_gemma":[0.9973,0.00168377,0.0002781363,0.0002039849,0.0002683484,0.0002657296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001693198,0.0003911966,0.001235392,0.000008175248,0.0001948551,0.00001865314,0.8798026,0.00000174533,0.00003530658,0.08558985,0.02105199,0.01150087],"study_design_scores_gemma":[0.0001486062,0.00005622165,0.0002135096,9.961428e-7,0.00007645123,0.000004438763,0.4419361,0.000001660088,0.00000146444,0.0002124316,0.5572487,0.00009941013],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001403975,0.001932911,0.0002329324,0.6693346,0.00032005,0.0001784376,8.631872e-7,0.0002269443,0.3263693],"genre_scores_gemma":[0.9206806,0.0007076611,0.004502276,0.0692424,0.001743927,0.00005813097,0.000003500303,0.00002547527,0.003035957],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9192767,"threshold_uncertainty_score":0.9995798,"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."}}