{"id":"W3126893558","doi":"","title":"Drugs, Alcohol, and Crime: Welfare in Vancouver","year":2020,"lang":"en","type":"article","venue":"SFU Undergraduate Research Symposium Journal","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Welfare; Poverty; Government (linguistics); Welfare reform; Welfare system; Demographic economics; Business; Public economics; Criminology; Economics; Economic growth; Psychology; Market economy","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003058568,0.0002121028,0.0005565886,0.0003214882,0.002320983,0.0001255773,0.0003867349,0.0002552021,0.0002801777],"category_scores_gemma":[0.0004075198,0.0001778616,0.00008548838,0.0007969082,0.0002269865,0.0004068656,0.0003735219,0.003677455,0.0001576197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003484672,"about_ca_system_score_gemma":0.0005984206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008670292,"about_ca_topic_score_gemma":0.002210559,"domain_scores_codex":[0.9938692,0.00258738,0.0006973815,0.0003941993,0.001126559,0.001325283],"domain_scores_gemma":[0.9976567,0.0005701624,0.0001547932,0.0001908319,0.0005478855,0.0008796033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001720961,0.0007567762,0.3449148,0.003265118,0.0004718137,0.002317399,0.3472675,0.0001253067,0.009738214,0.153738,0.1100333,0.02565081],"study_design_scores_gemma":[0.01041797,0.0009844386,0.02990023,0.001306198,0.00005343479,0.000009426034,0.5823313,0.001199101,0.0003649429,0.06404813,0.3082352,0.001149615],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6196049,0.00249578,0.000140303,0.3043152,0.001460012,0.001374399,0.0000270447,0.0001344789,0.07044783],"genre_scores_gemma":[0.9915103,0.005895159,0.0000949885,0.0003581212,0.001011606,0.00004186539,0.000003994065,0.00005199067,0.001031988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3719054,"threshold_uncertainty_score":0.9989778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1105229042322107,"score_gpt":0.4602830676444452,"score_spread":0.3497601634122345,"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."}}