{"id":"W2802236481","doi":"","title":"Vocation and Civil Discourse: Discerning and Defining","year":2018,"lang":"en","type":"article","venue":"Intersections Canadian Journal of Music","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sociology; Linguistics; History; Philosophy","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":[0.0002685017,0.00004090287,0.00005862528,0.0001973207,0.0007830751,0.0001142502,0.00005903926,0.00002751611,0.0003059412],"category_scores_gemma":[0.0001216835,0.00003711303,0.0000186359,0.0001454515,0.0003634326,0.0002403787,0.000006833054,0.00009641467,0.000001307385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008559543,"about_ca_system_score_gemma":0.0003718089,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09814175,"about_ca_topic_score_gemma":0.9377751,"domain_scores_codex":[0.9995579,0.00004488818,0.000118776,0.00005932381,0.00007670879,0.0001424092],"domain_scores_gemma":[0.99946,0.0000278715,0.00008183941,0.00003905899,0.000120267,0.0002709517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001452437,0.00003137566,0.1406288,0.000005989342,0.0001592291,0.00003595912,0.3230229,0.000008432065,0.0003567493,0.391244,0.01812633,0.1263657],"study_design_scores_gemma":[0.000578967,0.0003759833,0.4714079,0.000277118,0.0001022487,0.0001199919,0.1995808,0.00005883135,0.00003287879,0.004903912,0.3222944,0.0002670664],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830254,0.0001710474,0.0003516626,0.00243035,0.0009597744,0.00003236193,0.000006207444,0.00000386224,0.01301939],"genre_scores_gemma":[0.9989029,0.00002310438,0.00009454462,0.0002736035,0.0003035866,6.144376e-7,4.323735e-7,0.000004472523,0.0003967004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8396333,"threshold_uncertainty_score":0.9078638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01930592453544109,"score_gpt":0.2842526755941906,"score_spread":0.2649467510587495,"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."}}