{"id":"W4401633154","doi":"10.22215/etd/2024-15995","title":"Health Justice and Basic Income","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Social Issues and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Luck; Economic Justice; Social justice; Health care; Health equity; Basic income; Public economics; Sociology; Law and economics; Political science; Public relations; Economics; Law; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002521422,0.00008715016,0.0001745668,0.00005899732,0.0004464551,0.0001494184,0.00008013451,0.0001584218,0.0002590708],"category_scores_gemma":[0.0000612351,0.00007993694,0.00003697848,0.0001732518,0.00005619961,0.00004523162,0.000009734126,0.0001435042,0.0001450098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006017276,"about_ca_system_score_gemma":0.0002269139,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1100195,"about_ca_topic_score_gemma":0.1911911,"domain_scores_codex":[0.999294,0.00006197976,0.000117643,0.0001378069,0.0001931965,0.0001953572],"domain_scores_gemma":[0.9996791,0.0000855442,0.00004779127,0.00005091385,0.00003403041,0.0001026418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003924305,0.000006751557,0.00006677715,0.0007533547,0.00002027348,0.00000172325,0.5625618,5.511587e-8,8.46437e-7,0.3866511,0.02567315,0.02426021],"study_design_scores_gemma":[0.00003077184,0.00002308876,0.002372192,0.0001454656,0.00009042706,1.248204e-7,0.189035,0.000002273276,0.000002340667,0.01007898,0.7980636,0.0001557958],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1308974,0.01092587,6.218726e-7,0.008373227,0.003393047,0.0002181184,0.00001048329,0.0001767423,0.8460045],"genre_scores_gemma":[0.2888864,0.009399998,0.00006544556,0.001164669,0.002137275,0.00001481712,0.0001004659,0.00002949075,0.6982015],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7723904,"threshold_uncertainty_score":0.8959069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02643873881301012,"score_gpt":0.4252187015082266,"score_spread":0.3987799626952165,"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."}}