{"id":"W1863575628","doi":"10.18740/s42w26","title":"A Most Curious Lack of Curiosity: Global Unions as the Missing Link in Labour Movement Studies","year":2009,"lang":"en","type":"article","venue":"Socialist studies","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Curiosity; Political science; SPARK (programming language); Political economy; Movement (music); Trade union; Sociology; Economics; International trade","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001120187,0.0001642407,0.0003906383,0.00003862477,0.001718486,0.00005747993,0.000286988,0.00006982495,0.0000155218],"category_scores_gemma":[0.00154278,0.0001200618,0.00008386925,0.000985654,0.0008356996,0.0001211742,0.0001457221,0.0001335509,0.000002235837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004639365,"about_ca_system_score_gemma":0.0002812449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009730437,"about_ca_topic_score_gemma":0.01900851,"domain_scores_codex":[0.9981158,0.0003907746,0.0003677912,0.0002163976,0.0004929004,0.0004163776],"domain_scores_gemma":[0.9988122,0.0003056109,0.0001942068,0.0001761868,0.0004564523,0.00005532461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001096936,0.0001345635,0.005978936,0.000009704865,0.0002249891,0.000006258779,0.05054647,0.00000560791,0.0000150306,0.9308823,0.005249453,0.006935683],"study_design_scores_gemma":[0.0004827937,0.00009294747,0.09951808,0.0001171403,0.00006963583,9.008096e-8,0.08831611,7.83614e-7,0.0000220507,0.7379528,0.07323399,0.0001936455],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2235721,0.01484121,0.000003774232,0.7467896,0.0006855621,0.0004976654,0.00008604983,0.00006646534,0.01345758],"genre_scores_gemma":[0.844788,0.01128566,0.00009263613,0.14133,0.0005888284,0.0000248324,0.000003607965,0.000008955031,0.001877493],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6212159,"threshold_uncertainty_score":0.9995812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08289903305783251,"score_gpt":0.4353182377150154,"score_spread":0.3524192046571829,"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."}}