{"id":"W2992207702","doi":"","title":"Reflections on Our Shared Commitments","year":2007,"lang":"en","type":"article","venue":"Intersections Canadian Journal of Music","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sociology","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":[0.00103673,0.00005959767,0.00007471206,0.0006214608,0.0008408018,0.0001036176,0.0001948367,0.00006334239,0.000888481],"category_scores_gemma":[0.0005332853,0.00006123481,0.0000871953,0.000422873,0.00006911895,0.0003580425,0.000002147274,0.0003448132,0.0001014865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005591863,"about_ca_system_score_gemma":0.00141891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07228591,"about_ca_topic_score_gemma":0.8889729,"domain_scores_codex":[0.999153,0.0001246987,0.0002233174,0.00007065014,0.0001741581,0.0002541921],"domain_scores_gemma":[0.9987929,0.0001866675,0.0001740837,0.00007863828,0.0002575906,0.0005100571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000161196,0.0003568714,0.02529903,0.00001050611,0.0004382046,0.0002005138,0.4098634,0.0001277141,0.0002253136,0.09212212,0.4542478,0.01694738],"study_design_scores_gemma":[0.0001265937,0.0001312423,0.0122821,0.0000464485,0.00002383403,0.00005533577,0.2729236,2.940117e-7,0.00002273493,0.00092257,0.7133855,0.00007976065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2752291,0.000136585,0.0004894666,0.05917828,0.01474391,0.0001698969,0.00002084137,0.00002325984,0.6500087],"genre_scores_gemma":[0.9941653,0.000005153177,0.0002408537,0.001656547,0.001296375,0.000001286501,0.000001380536,0.00000675968,0.002626333],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.816687,"threshold_uncertainty_score":0.9728244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.213949616664614,"score_gpt":0.4440855520695553,"score_spread":0.2301359354049413,"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."}}