{"id":"W4416397982","doi":"10.1163/24714607-bja10190","title":"The Union Surge in Media and Cultural Industries: Mapping the Circulation of Struggles","year":2025,"lang":"","type":"article","venue":"Journal of Labor and Society","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; College of Family Physicians of Canada","funders":"","keywords":"Circulation (fluid dynamics); Position (finance); Surge; Compensation (psychology); Work (physics); Front (military)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002278381,0.000196183,0.0002904933,0.01108221,0.005542611,0.009381975,0.0008350282,0.001119929,0.006209732],"category_scores_gemma":[0.01014768,0.0002537034,0.0002289284,0.01210368,0.006497858,0.005304217,0.005473439,0.002048264,0.0004558878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006546698,"about_ca_system_score_gemma":0.005586001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1426008,"about_ca_topic_score_gemma":0.1791939,"domain_scores_codex":[0.9982556,0.0004042649,0.00006650195,0.0001827919,0.0005588531,0.0005320869],"domain_scores_gemma":[0.9911761,0.004586059,0.001755757,0.0003166323,0.001411164,0.0007542802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001502342,0.00009640724,0.2310619,0.0003376337,0.00003015469,0.001114232,0.6300969,0.0002757756,0.001245821,0.03107766,0.0111537,0.09335964],"study_design_scores_gemma":[0.000003695071,0.00002964898,0.2303176,0.0004847777,0.00001013655,0.0002102018,0.7225887,0.0005023604,0.0003703937,0.003174342,0.04227729,0.00003093467],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519175,0.001320579,0.00132774,0.005338731,0.0000782577,0.00004857765,0.0009119126,0.00005011584,0.03900652],"genre_scores_gemma":[0.9954627,0.0009122315,0.0005751998,0.0002784563,0.00006301385,0.00003552607,0.0002959715,0.0000366104,0.002340215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1426008,"threshold_uncertainty_score":0.2835416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02714516285555424,"score_gpt":0.2883726477825436,"score_spread":0.2612274849269893,"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."}}