{"id":"W3173712324","doi":"10.47742/ijbssr.v2n6p1","title":"Union Leaders' language during conflict: Does gender matter?","year":2021,"lang":"en","type":"article","venue":"International Journal of Business and Social Science Research","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; MacEwan University","funders":"","keywords":"Variety (cybernetics); Power (physics); Government (linguistics); Political science; Social psychology; Sociology; Psychology; Gender studies; Public relations; Linguistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003052168,0.0001878198,0.0002886744,0.001544896,0.003997701,0.004451035,0.0005979793,0.0007269401,0.004049554],"category_scores_gemma":[0.01590311,0.0001849977,0.0001227083,0.001133994,0.003434518,0.001949796,0.002065961,0.001053864,0.000720576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002012483,"about_ca_system_score_gemma":0.001503033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02021372,"about_ca_topic_score_gemma":0.05160204,"domain_scores_codex":[0.9969479,0.001705004,0.00007035358,0.0001669389,0.0004514577,0.0006583163],"domain_scores_gemma":[0.9908702,0.004876949,0.00251709,0.0001875183,0.0008027345,0.0007455021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003417637,0.0001238844,0.2298839,0.00007676944,0.00001706107,0.0008689681,0.7370282,0.00006125445,0.001648453,0.002943948,0.001406017,0.02559987],"study_design_scores_gemma":[0.000007074449,0.00008301644,0.1915021,0.0001056467,0.00000993489,0.0001985417,0.8013792,0.0001218298,0.0003217566,0.0006840704,0.005566101,0.00002084822],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928405,0.0002036372,0.0001615531,0.0005834289,0.00001792988,0.000006260699,0.00003006434,0.000002701302,0.006153872],"genre_scores_gemma":[0.9984023,0.00008953426,0.00005918542,0.0001192244,0.000009032959,0.0000100331,0.000024484,0.000006243686,0.001279891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02021372,"threshold_uncertainty_score":0.04019213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08591692592885,"score_gpt":0.4427636755310398,"score_spread":0.3568467496021899,"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."}}