{"id":"W2920994576","doi":"10.25071/1705-1436.50","title":"Further Tests of the Link Between Unionization, Unemployment, and Employment: Findings from Canadian National and Provincial Data","year":2009,"lang":"en","type":"article","venue":"Just Labour","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Unemployment; Link (geometry); Demographic economics; Labour economics; Political science; Economics; Economic growth; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007920069,0.0005970382,0.001133247,0.003984325,0.005099966,0.002492782,0.002672368,0.0007484533,0.007628632],"category_scores_gemma":[0.03145659,0.0004692913,0.00236826,0.01329219,0.001489264,0.001521311,0.003099111,0.001930314,0.0006285093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01515833,"about_ca_system_score_gemma":0.05075647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9922972,"about_ca_topic_score_gemma":0.9953787,"domain_scores_codex":[0.9926497,0.001542075,0.0006734077,0.0009076944,0.001838669,0.002388346],"domain_scores_gemma":[0.9686688,0.01194035,0.004511955,0.001862537,0.01042187,0.002594432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000210247,0.00007711435,0.9853244,0.0001321133,0.000580898,0.0001368885,0.001950601,0.000498204,0.000259719,0.001223847,0.004266875,0.005338945],"study_design_scores_gemma":[0.00002948139,0.00003043388,0.990501,0.00005746372,0.0002181475,0.00002905335,0.004364844,0.0009074537,0.0001288562,0.0001921644,0.003520085,0.00002104763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607313,0.001738337,0.00105936,0.002674913,0.0001033533,0.0001092321,0.0258933,0.00006795608,0.007622267],"genre_scores_gemma":[0.9824705,0.0005674831,0.0008849103,0.0003363631,0.00003029939,0.00008129987,0.01291938,0.00003444584,0.002675215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01515833,"threshold_uncertainty_score":0.1099819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03322720338646225,"score_gpt":0.3036143529439955,"score_spread":0.2703871495575333,"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."}}