{"id":"W4402651871","doi":"10.1177/00221856241280451","title":"At Your Side, On Your Side: United Nurses of Alberta communications framing","year":2024,"lang":"en","type":"article","venue":"Journal of Industrial Relations","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Framing (construction); Public relations; Collective action; Political science; Health care; Nursing; Medicine; Geography; Law; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009637764,0.0001688066,0.000277314,0.0008871772,0.0004098641,0.0001368044,0.0004260489,0.0003320158,0.0001715022],"category_scores_gemma":[0.005261993,0.0001569239,0.0002084786,0.001125932,0.0001733711,0.0005926142,0.00001778498,0.001536418,0.00007240757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000451089,"about_ca_system_score_gemma":0.0003811146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003953185,"about_ca_topic_score_gemma":0.0001152742,"domain_scores_codex":[0.9977224,0.0005188132,0.0009241438,0.0001521566,0.0004599728,0.0002225051],"domain_scores_gemma":[0.9934902,0.004718515,0.0007444436,0.0005249822,0.0003696439,0.0001522792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00330543,0.003886371,0.02949673,0.0001473706,0.001863601,0.0000423832,0.1400703,0.008178791,0.01312228,0.04021749,0.6431429,0.1165263],"study_design_scores_gemma":[0.0022548,0.001034245,0.006176164,0.003504705,0.001560093,0.0003452818,0.02193487,0.00186334,0.003768948,0.004702446,0.9523554,0.0004996754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6963403,0.002436894,0.0002146924,0.2474554,0.01780021,0.0004998453,0.00003814631,0.00008349783,0.03513098],"genre_scores_gemma":[0.9920625,0.00004499463,0.0006443865,0.0002955527,0.001460931,0.000003404304,0.00004646336,0.0000429327,0.005398831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3092125,"threshold_uncertainty_score":0.6675057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1519031533251561,"score_gpt":0.3900917255442177,"score_spread":0.2381885722190616,"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."}}