{"id":"W2260397081","doi":"10.25071/1705-1436.182","title":"The Future of Unions","year":2002,"lang":"en","type":"article","venue":"Just Labour","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Ethnology; Sociology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001801577,0.00003205589,0.00004252716,0.00001255562,0.0006456259,0.00002977373,0.0001843364,0.00003577654,0.0009426915],"category_scores_gemma":[0.0000339852,0.00001996291,0.00002766716,0.0002505392,0.0001112454,0.0000534291,0.0000182296,0.00005678206,0.00001220938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001497268,"about_ca_system_score_gemma":0.00002125684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008788124,"about_ca_topic_score_gemma":0.006855853,"domain_scores_codex":[0.9994962,0.00005839508,0.00007652044,0.00005256612,0.0001680137,0.0001483101],"domain_scores_gemma":[0.9996722,0.00004696553,0.00003826928,0.0001280047,0.00007045295,0.00004414774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[3.571308e-7,0.00002278815,0.0005462389,5.778609e-7,0.000005325016,3.428044e-7,0.002539925,6.027338e-7,0.00002314451,0.9677483,0.01811168,0.01100065],"study_design_scores_gemma":[0.00006128809,0.000006652772,0.02428016,0.000002031888,0.000003893947,4.173981e-8,0.008089496,0.000003046839,0.00001527576,0.001375704,0.9661336,0.00002884067],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.658753,0.003093557,0.00001529638,0.07698508,0.002222184,0.0002317249,0.00006360427,0.00007679917,0.2585587],"genre_scores_gemma":[0.9393703,0.001686116,0.00003957368,0.0006499442,0.0005465228,0.000003108676,5.223878e-7,0.000003609711,0.05770031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9663727,"threshold_uncertainty_score":0.9999706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01925090571948835,"score_gpt":0.2821071156836468,"score_spread":0.2628562099641584,"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."}}