{"id":"W4413521551","doi":"10.64628/aam.gmjwv7nec","title":"More money for Canada’s public service workers won’t cure an unhappy workplace","year":2023,"lang":"en","type":"article","venue":"","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Canada West","funders":"","keywords":"Public service; Service (business); Labour economics; Business; Political science; Economics; Public relations; Marketing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00298799,0.0006773572,0.0007855622,0.001372401,0.02201926,0.009156748,0.001731298,0.01119949,0.04568567],"category_scores_gemma":[0.01485328,0.000410572,0.00122717,0.001079494,0.008092976,0.00369819,0.00406637,0.0149674,0.005536635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03440544,"about_ca_system_score_gemma":0.1433942,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9100838,"about_ca_topic_score_gemma":0.9620133,"domain_scores_codex":[0.992776,0.0004476409,0.0001070326,0.0002641256,0.00256347,0.003841794],"domain_scores_gemma":[0.973307,0.001228654,0.0005374934,0.0004132185,0.005758159,0.01875545],"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":[0.0000934154,0.0001258327,0.005352912,0.00008141777,0.00005613652,0.0002118586,0.001288877,0.0001015749,0.0003505689,0.01700931,0.9371202,0.03820795],"study_design_scores_gemma":[0.00008584959,0.0001109091,0.01574441,0.0004678975,0.00004968086,0.0001673311,0.009424157,0.0001533381,0.0002351145,0.006413236,0.9670464,0.0001016978],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01421725,0.003554216,0.0003270341,0.9129249,0.01926989,0.00002430491,0.0004132652,0.0001385707,0.04913055],"genre_scores_gemma":[0.2152016,0.004849487,0.001408717,0.5357118,0.004454793,0.00005492904,0.0004862372,0.0002498597,0.2375825],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08991623,"threshold_uncertainty_score":0.2496301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05477562224668946,"score_gpt":0.3891759226262176,"score_spread":0.3344003003795282,"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."}}