{"id":"W4301222628","doi":"10.46692/9781447334927.017","title":"Policy analysis and advocacy in the Canadian labour movement: when the force of argument is not enough","year":2018,"lang":"en","type":"other","venue":"","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Argument (complex analysis); Movement (music); Political science; Law and economics; Political economy; Sociology; Medicine; Aesthetics; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0334957,0.001181362,0.00132182,0.007790807,0.04728433,0.03691773,0.005982621,0.01932267,0.01136878],"category_scores_gemma":[0.06130221,0.0009433986,0.000815634,0.01053661,0.07329969,0.01339829,0.008831493,0.01785242,0.0008051893],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.3819612,"about_ca_system_score_gemma":0.4403055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9823784,"about_ca_topic_score_gemma":0.9864036,"domain_scores_codex":[0.965907,0.01121203,0.0008536704,0.002173644,0.0124373,0.007416269],"domain_scores_gemma":[0.9561806,0.0225843,0.001249036,0.001023242,0.01425773,0.004704962],"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":[0.00002349452,0.0000273174,0.0007927658,0.000391866,0.00002344693,0.0002567431,0.0280368,0.0004896123,0.00009870642,0.824209,0.1226684,0.02298184],"study_design_scores_gemma":[0.00002080635,0.00001208943,0.002560711,0.003741883,0.00003317484,0.00007727466,0.05466215,0.001023511,0.0001602182,0.2019117,0.7356765,0.0001200368],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006786997,0.04161,0.001642504,0.7880493,0.002827545,0.00009119482,0.0001566984,0.00004919113,0.1587865],"genre_scores_gemma":[0.6620132,0.07496697,0.01193101,0.1651606,0.003196634,0.0003329758,0.0002656171,0.0002420723,0.08189087],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6180388,"threshold_uncertainty_score":0.7168374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0128284613992657,"score_gpt":0.290324953391758,"score_spread":0.2774964919924923,"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."}}