{"id":"W2025214502","doi":"10.7202/1013228ar","title":"In & Out of the Classroom: Reflections on Identity, Technology, and the Radio Project","year":2012,"lang":"en","type":"article","venue":"Intersections Canadian Journal of Music","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Sociology; Transgressive; Politics; Order (exchange); Identification (biology); Media studies; Pedagogy; Political science; Aesthetics; Law; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003672718,0.00006264225,0.000108051,0.000841665,0.0003030315,0.00007151406,0.0001616923,0.00003696785,0.0002683855],"category_scores_gemma":[0.0001752648,0.00003680734,0.00007384551,0.0001945779,0.0004870605,0.0004297605,0.00001001812,0.0003434259,0.00000923321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001462024,"about_ca_system_score_gemma":0.0003075047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02211393,"about_ca_topic_score_gemma":0.7485163,"domain_scores_codex":[0.9993834,0.00008178699,0.000248644,0.00004802889,0.00008213573,0.0001559293],"domain_scores_gemma":[0.9994667,0.00006427563,0.0001559283,0.0001360453,0.0001121576,0.00006487978],"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":[0.00002310086,0.00005858964,0.008500709,0.00001217545,0.00006205327,0.000001028408,0.8753,0.000002881011,0.00001715222,0.0783464,0.0371304,0.0005454281],"study_design_scores_gemma":[0.0009244235,0.0001285549,0.008617554,0.0002676753,0.0001124515,0.0002916374,0.3781257,0.000004008447,0.00005774673,0.01451763,0.5968104,0.0001422007],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780753,0.0003155087,0.00001549824,0.005258744,0.009098817,0.0001380018,0.00000947123,0.000003623552,0.007085047],"genre_scores_gemma":[0.996546,0.00001095102,0.00001532768,0.0003833629,0.001038502,0.000008673926,4.364343e-7,0.00000631974,0.001990419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7264024,"threshold_uncertainty_score":0.9843979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07710114618272208,"score_gpt":0.3079898750605981,"score_spread":0.230888728877876,"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."}}