{"id":"W3186842683","doi":"10.14288/1.0400120","title":"Individual agency under systemic constraints : dynamics of health and social service access among people who use drugs receiving income assistance","year":2021,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Agency (philosophy); Business; Human services; Social work; Service (business); Public economics; Actuarial science; Sociology; Economics; Economic growth; 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":[0.003178139,0.0002596474,0.0005232328,0.001450125,0.01028632,0.007431903,0.001350447,0.001319702,0.003759919],"category_scores_gemma":[0.008444749,0.0004309211,0.0004141108,0.001649913,0.01072748,0.004106667,0.01044689,0.002285057,0.0001554555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008619817,"about_ca_system_score_gemma":0.008639345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1323212,"about_ca_topic_score_gemma":0.1812477,"domain_scores_codex":[0.9935895,0.003055873,0.0001973476,0.0003814653,0.000622546,0.002153249],"domain_scores_gemma":[0.9963533,0.001578089,0.0006019762,0.0001763956,0.0003414155,0.0009489182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004798469,0.00005830206,0.04478413,0.00005244982,0.00002880338,0.0007925236,0.9370502,0.00009310159,0.0002571557,0.005776241,0.0006742363,0.01038483],"study_design_scores_gemma":[0.00000371124,0.00002098606,0.02366383,0.00004283051,0.000008426825,0.0001565877,0.9706024,0.0001493424,0.00003309676,0.00119245,0.004111606,0.00001469976],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893934,0.0002439152,0.0003295016,0.002319105,0.00001148012,0.00002660727,0.0000344325,0.000006725396,0.007634968],"genre_scores_gemma":[0.9991739,0.0001350148,0.00008186499,0.0001342545,0.000004102335,0.00001182391,0.00001596105,0.000003464635,0.0004395878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8676788,"threshold_uncertainty_score":0.263102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02670305961204186,"score_gpt":0.2527893094857914,"score_spread":0.2260862498737495,"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."}}