{"id":"W4405691809","doi":"10.1017/s1474746424000551","title":"“I Was Trusted for Once”: Imagining More Humane Income Supports Through the Ontario Basic Income Pilot","year":2024,"lang":"en","type":"article","venue":"Social Policy and Society","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; McMaster University; Carleton University","funders":"Social Sciences and Humanities Research Council of Canada; McMaster University","keywords":"Basic income; Low income; Psychology; Business; Demographic economics; Sociology; Economics; Market economy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009556136,0.0002788733,0.0003974176,0.00004019461,0.006274412,0.0003469405,0.0003034928,0.0002600512,0.00004042678],"category_scores_gemma":[0.0001825937,0.0002010841,0.0004890825,0.0006084415,0.00230588,0.0004367626,0.0001710143,0.000532358,0.000009281443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006090509,"about_ca_system_score_gemma":0.001064851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2194643,"about_ca_topic_score_gemma":0.0564617,"domain_scores_codex":[0.9978187,0.0001461324,0.0003501235,0.0003879696,0.0004404272,0.0008566289],"domain_scores_gemma":[0.9990876,0.0004586624,0.0001057355,0.0001355271,0.00009975849,0.0001126642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001376301,0.00002758778,0.0005661081,0.00008550539,0.0002396686,0.000002282452,0.6862326,5.092444e-7,0.000009951136,0.3005836,0.01035825,0.001880194],"study_design_scores_gemma":[0.001084285,0.0001970442,0.03205683,0.0001132793,0.0002504638,0.000004202739,0.2191039,0.00003146002,0.00002100371,0.433151,0.3132041,0.0007823391],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5969877,0.001773123,0.0001578077,0.2194073,0.003796592,0.002584918,0.0003360789,0.001038758,0.1739178],"genre_scores_gemma":[0.9665691,0.0004799404,0.0001463067,0.003868986,0.01444856,0.0001372248,0.0000162958,0.00004083082,0.01429273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4671287,"threshold_uncertainty_score":0.9950193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04866115492553396,"score_gpt":0.3761292319146636,"score_spread":0.3274680769891297,"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."}}