{"id":"W2752080828","doi":"","title":"Vocational Discernment: Personal Recollections","year":2002,"lang":"en","type":"article","venue":"Intersections Canadian Journal of Music","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Discernment; Vocational education; Psychology; Philosophy; Pedagogy; Epistemology","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003788715,0.00006083549,0.00007469769,0.0005901839,0.001390416,0.0002108407,0.0001572633,0.00005525043,0.03352771],"category_scores_gemma":[0.0007848407,0.00006506596,0.0000959129,0.000915135,0.0001915429,0.0007217387,0.000002911944,0.0004120962,0.0001831811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007365744,"about_ca_system_score_gemma":0.002024418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05908797,"about_ca_topic_score_gemma":0.581258,"domain_scores_codex":[0.9990985,0.0001212045,0.0002718155,0.00007718307,0.0002299366,0.0002013387],"domain_scores_gemma":[0.9987748,0.0001263156,0.000183116,0.0000669514,0.0004616845,0.0003871419],"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":[0.000005537036,0.000138838,0.004486596,0.000002727312,0.0001154159,0.00001529048,0.1514123,0.00002379349,0.00003169943,0.04083323,0.7899691,0.01296555],"study_design_scores_gemma":[0.0001271703,0.00004024302,0.003277028,0.00001702025,0.00002348178,0.000101189,0.0395639,0.00004293654,0.00000349029,0.0005884814,0.9561326,0.00008244459],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07840023,0.0002365518,0.0009788662,0.1545846,0.01044155,0.0001752749,0.00003368311,0.00002577387,0.7551234],"genre_scores_gemma":[0.9754637,0.00002118209,0.0002323854,0.0009559926,0.0009923858,0.000006152125,0.000001524064,0.000007158769,0.02231948],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8970635,"threshold_uncertainty_score":0.9999096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07887919405590774,"score_gpt":0.3086591120516482,"score_spread":0.2297799179957405,"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."}}