{"id":"W2724278769","doi":"10.1111/bjir.12248","title":"In Unions We Trust! Analysing Confidence in Unions across Europe","year":2017,"lang":"en","type":"article","venue":"British Journal of Industrial Relations","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Narrative; Representation (politics); Industrial relations; Political science; Order (exchange); Demographic economics; Economics; Sociology; Political economy; Social psychology; Psychology; Politics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.002023627,0.00008253862,0.0002912439,0.000172762,0.002757859,0.00039344,0.0004522295,0.0002407599,0.00005216476],"category_scores_gemma":[0.008629796,0.00009065038,0.0001198303,0.0006031356,0.0006783989,0.001058352,0.00007899442,0.0009566611,0.00001040609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000185014,"about_ca_system_score_gemma":0.0006795933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02491753,"about_ca_topic_score_gemma":0.06592731,"domain_scores_codex":[0.9981655,0.0003968276,0.0006321468,0.0001145376,0.0003494273,0.0003415575],"domain_scores_gemma":[0.9985589,0.00031254,0.0006075345,0.0001230959,0.0002649477,0.0001330185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001230981,0.0006409517,0.6010284,0.000007038054,0.0003270484,0.00182093,0.07223392,0.001931434,0.00007156681,0.188174,0.02027322,0.1133684],"study_design_scores_gemma":[0.006718576,0.0001350517,0.7608486,0.002603251,0.0001440482,0.000212638,0.08052745,0.00006883207,0.00002779385,0.07738782,0.07063141,0.0006945651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9122603,0.0006751341,0.00004982437,0.04416097,0.001757592,0.0002453056,0.0000494808,0.00001398128,0.04078742],"genre_scores_gemma":[0.993549,0.002811663,0.00005036783,0.00006641362,0.001397169,0.00000227063,9.450385e-7,0.000007892187,0.002114207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1598201,"threshold_uncertainty_score":0.9997209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1112218298315974,"score_gpt":0.4050041560155442,"score_spread":0.2937823261839468,"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."}}