{"id":"W2007513803","doi":"10.1177/0020872811429953","title":"Demographic, work-related, and life satisfaction predictors of northern social workers’ satisfaction with work and profession","year":2012,"lang":"en","type":"article","venue":"International Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; Lakehead University; University of Calgary","funders":"","keywords":"Job satisfaction; Social work; Work (physics); Organizational citizenship behavior; Organizational commitment; Life satisfaction; Psychology; Citizenship; Turnover; Turnover intention; Social psychology; Work environment; Public relations; Political science; Management; Engineering","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008141159,0.0001749688,0.0002183225,0.0001358942,0.002615049,0.0001078827,0.0001103721,0.0003290799,0.0005523814],"category_scores_gemma":[0.0002953974,0.0001712027,0.00007507092,0.001589961,0.0005298097,0.0006439296,0.00004703427,0.0003877987,0.00001864736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001814648,"about_ca_system_score_gemma":0.0001536257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001117929,"about_ca_topic_score_gemma":0.001655982,"domain_scores_codex":[0.9979753,0.0004171564,0.0003396786,0.0002319713,0.0006975534,0.0003383194],"domain_scores_gemma":[0.9986282,0.0004123945,0.0004694515,0.00006055838,0.0002294069,0.0001999949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000265162,0.00005504008,0.922519,0.0000046986,0.000174494,2.618999e-7,0.03522002,0.000001088531,0.000002251708,0.007863923,0.002707098,0.03118696],"study_design_scores_gemma":[0.0003931368,0.00001396891,0.9646612,0.00004192999,0.00007504943,4.713131e-7,0.01599523,1.501366e-7,0.000001346193,0.0006110706,0.01802558,0.0001808889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631631,0.0002875804,0.00006286683,0.02961868,0.002415565,0.0003235097,0.000005817653,0.00008198281,0.004040921],"genre_scores_gemma":[0.9969055,0.00007935545,0.0001721281,0.0001419706,0.001492337,0.00004007366,0.00001276629,0.00002539803,0.001130488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04214217,"threshold_uncertainty_score":0.9986834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01736519712398739,"score_gpt":0.3106043727856204,"score_spread":0.293239175661633,"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."}}