{"id":"W1537943999","doi":"10.1108/01437720210428397","title":"Rethinking the union membership/job satisfaction relationship","year":2002,"lang":"en","type":"article","venue":"International Journal of Manpower","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Job satisfaction; Ordered probit; Psychology; Demographic economics; Control (management); Sample (material); Social psychology; Probit model; Differential (mechanical device); Economics; Econometrics; Management","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00123649,0.00008839006,0.000118536,0.0001397461,0.0004652981,0.00002192759,0.000274292,0.0000855832,0.002309131],"category_scores_gemma":[0.0005383304,0.00005592564,0.0001023464,0.00009030507,0.00004793425,0.0003000408,0.0000739778,0.0007288174,0.0002078579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000189557,"about_ca_system_score_gemma":0.00002422805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006767752,"about_ca_topic_score_gemma":0.0001332868,"domain_scores_codex":[0.9981971,0.0003972292,0.0005516373,0.00007900084,0.0006197442,0.0001552568],"domain_scores_gemma":[0.9978437,0.0008551927,0.0005339627,0.0001077665,0.0006189981,0.00004036364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004501069,0.00001857708,0.8516735,0.000006928196,0.0001787898,0.00001999969,0.009171644,0.00002313471,0.00003325715,0.02139945,0.1133623,0.0040673],"study_design_scores_gemma":[0.0008389224,0.00005455615,0.886984,0.0002505309,0.0000419967,0.00003775387,0.001687971,0.00004725006,0.00001143999,0.01695343,0.09299162,0.0001005344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7847186,0.0006619163,0.0006264564,0.1147342,0.009177643,0.0002138978,0.000004740755,0.00004090654,0.08982164],"genre_scores_gemma":[0.9892191,0.0002149405,0.0001157159,0.00126847,0.001184113,0.000005022746,0.0000011536,0.00001197421,0.007979535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2045005,"threshold_uncertainty_score":0.9986029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1323126578999547,"score_gpt":0.4074816146995662,"score_spread":0.2751689567996115,"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."}}