{"id":"W2513775935","doi":"10.1177/1077800416659081","title":"Tommy’s Tune","year":2016,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pedagogy; Sociology; Autoethnography; Storytelling; Curriculum; Psychology; Aesthetics; Narrative; Linguistics; Gender studies","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":[0.0004674837,0.000739678,0.000453146,0.0007321638,0.005101691,0.003226136,0.00061521,0.001272611,0.2828576],"category_scores_gemma":[0.00199277,0.0002319324,0.0003416966,0.000432496,0.0011086,0.002660748,0.002922552,0.002884031,0.07987662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001103217,"about_ca_system_score_gemma":0.0008282725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003562888,"about_ca_topic_score_gemma":0.01158345,"domain_scores_codex":[0.9995509,0.0000885264,0.0000144022,0.0001250164,0.0001275332,0.00009366941],"domain_scores_gemma":[0.9995903,0.00005008025,0.00001958362,0.00004150769,0.0001030043,0.0001956343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001238596,0.00005403089,0.0006615613,0.0001784065,0.000008058893,0.001105031,0.008470708,0.00005094684,0.001720444,0.02758834,0.8661097,0.09392892],"study_design_scores_gemma":[0.000002817805,0.00001441082,0.0003475568,0.00004197678,0.000001192683,0.0003616865,0.002030342,0.00002585308,0.0000889733,0.0005201466,0.9965594,0.000005412282],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01247522,0.003575426,0.002548843,0.01876086,0.0160997,0.0001245717,0.0007399539,0.001027461,0.9446478],"genre_scores_gemma":[0.03842338,0.0009155368,0.001395226,0.004677721,0.000757487,0.00004864172,0.0002596189,0.0003867174,0.9531357],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2828576,"threshold_uncertainty_score":0.9462528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.53343667067046,"score_gpt":0.5704275246774212,"score_spread":0.03699085400696123,"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."}}