{"id":"W2165744747","doi":"10.7202/044303ar","title":"Progress on Women’s Equality within UK and Canadian Trade Unions: Do Women’s Structures Make a Difference?","year":2010,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meaning (existential); Attendance; Typology; Political science; Empowerment; Variety (cybernetics); Sociology; Gender studies; Psychology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005623461,0.0001487108,0.0001452611,0.0001970726,0.001476993,0.0002323774,0.0002131147,0.0003821178,0.001085815],"category_scores_gemma":[0.0003225792,0.000127819,0.00002220724,0.0004391237,0.0005034431,0.00008380497,0.00002720844,0.0007116215,0.000002996571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003945332,"about_ca_system_score_gemma":0.001001835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04158396,"about_ca_topic_score_gemma":0.3088841,"domain_scores_codex":[0.9985028,0.0001617523,0.0002370414,0.0002665804,0.0003108226,0.0005210118],"domain_scores_gemma":[0.9988893,0.0001458383,0.0000997237,0.0002558692,0.00004634252,0.0005628696],"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":[0.000004702097,0.00003941946,0.03706728,4.678242e-7,0.00002736478,0.000002087133,0.04148384,0.00000809438,0.00001406625,0.898308,0.000370545,0.02267415],"study_design_scores_gemma":[0.0005054995,0.00009215843,0.5357639,0.00002722198,0.00001572283,0.000001456315,0.05011332,0.00002081786,0.00003002955,0.06322483,0.349832,0.0003730741],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823018,0.00005178735,0.000003168839,0.007131655,0.0004160608,0.0003329784,0.0001500807,0.00005170676,0.009560734],"genre_scores_gemma":[0.996262,0.00002307478,0.00009677555,0.0004772806,0.0001667846,0.0001157269,0.00001507906,0.00001147727,0.002831854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8350832,"threshold_uncertainty_score":0.9998273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0217900439484784,"score_gpt":0.2795740877280748,"score_spread":0.2577840437795965,"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."}}