{"id":"W7095786943","doi":"","title":"Vulnerable Seniors: Unions, Tenure and Wages . . .","year":2007,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Research council; Social research; Higher education; Social security","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003081753,0.0002339702,0.0005585199,0.00116558,0.003352354,0.003970878,0.001177967,0.002492735,0.02693478],"category_scores_gemma":[0.01642842,0.0002083907,0.0002073731,0.003253728,0.002041996,0.003283301,0.002436216,0.002177707,0.001708632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001962571,"about_ca_system_score_gemma":0.002895806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02989901,"about_ca_topic_score_gemma":0.05329372,"domain_scores_codex":[0.9984037,0.0007558208,0.00005906506,0.00008722959,0.0002267553,0.0004674457],"domain_scores_gemma":[0.9861712,0.004372678,0.004629683,0.0001859371,0.0007345951,0.003905844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005253695,0.0009051744,0.5260261,0.0005416021,0.00008355487,0.001383688,0.09160868,0.0004492823,0.00008549456,0.1115157,0.1466099,0.1202654],"study_design_scores_gemma":[0.0001324191,0.0002665103,0.6418038,0.001461687,0.0001100399,0.0007300701,0.2058292,0.0006224524,0.00007384502,0.07376219,0.07514759,0.00006027325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6195197,0.02798969,0.0004548664,0.2853712,0.001127239,0.00004997191,0.001556357,0.00001490275,0.06391615],"genre_scores_gemma":[0.976274,0.006127536,0.0001027242,0.00288103,0.0005158148,0.0000350727,0.0002386117,0.00001064842,0.01381456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02989901,"threshold_uncertainty_score":0.09010577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03582692638604729,"score_gpt":0.4104625658321223,"score_spread":0.374635639446075,"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."}}