{"id":"W2969910081","doi":"10.1177/0950017019865877","title":"Harmonic Dissonance: Coping with Employment Precarity among Professional Musicians in St John’s, Canada","year":2019,"lang":"en","type":"article","venue":"Work Employment and Society","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Memorial University of Newfoundland; Newfoundland and Labrador Arts Council","keywords":"Cognitive dissonance; Job insecurity; Coping (psychology); Precarity; Precarious work; Sociology; Population; Psychology; Political science; Social psychology; Work (physics); Gender studies","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003464658,0.0001354222,0.0001835675,0.00001558288,0.0003811023,0.0001032776,0.0001183858,0.00008728666,0.0000812713],"category_scores_gemma":[0.000003786352,0.0001186757,0.00005321083,0.0002631223,0.0001390872,0.0004818418,0.00003059431,0.0001912626,0.000003666196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004059409,"about_ca_system_score_gemma":0.0005112351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09752778,"about_ca_topic_score_gemma":0.6066794,"domain_scores_codex":[0.9987608,0.00005285846,0.0002149146,0.0002425859,0.0003424411,0.0003863944],"domain_scores_gemma":[0.9996208,0.00006920877,0.00007712735,0.00009700059,0.00002918,0.0001066863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000302814,0.00008979729,0.9504593,0.00003457714,0.00004054143,0.000001679652,0.02738304,0.0000590313,0.000001013775,0.003276016,0.01275738,0.005867363],"study_design_scores_gemma":[0.001069086,0.00006049311,0.7990249,0.0004683498,0.00001658811,2.175686e-7,0.01333444,0.00004212249,0.00001683807,0.0002633067,0.1852823,0.0004212645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851378,0.0001374714,0.0000202742,0.002433178,0.0003282649,0.0006502536,0.00001289516,0.00003497341,0.01124486],"genre_scores_gemma":[0.9950563,0.0001562753,0.00006615753,0.0007493803,0.00005534982,0.00005603148,0.00002543178,0.000009774571,0.003825267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5091516,"threshold_uncertainty_score":0.9084818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009567789549150012,"score_gpt":0.2315192717519687,"score_spread":0.2219514822028187,"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."}}