{"id":"W910571184","doi":"","title":"What to do about Whalley? Homelessness in Surrey's city centre.","year":2007,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Housing First; Political science; Supportive housing; Mental illness; Public administration; Substance abuse; Policy development; Economic growth; Mental health; Criminology; Sociology; Psychology; Psychiatry","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006776767,0.0006151442,0.0014222,0.001654838,0.0008096698,0.000105882,0.0009052232,0.001686484,0.001607653],"category_scores_gemma":[0.00010479,0.000723461,0.0002573026,0.002190357,0.00005679495,0.0008519637,0.0001886896,0.001812728,0.000649463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00105443,"about_ca_system_score_gemma":0.0006169028,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009283771,"about_ca_topic_score_gemma":0.9761814,"domain_scores_codex":[0.9957514,0.0006427192,0.0007014957,0.0009584866,0.0006606433,0.001285261],"domain_scores_gemma":[0.9973081,0.0004476841,0.0004425025,0.0006180684,0.0006396309,0.0005440013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000613817,0.0002317055,0.9639877,0.0007515375,0.00007669491,0.0004887774,0.01739804,0.000006665576,8.612474e-7,0.0033754,0.001443101,0.01162572],"study_design_scores_gemma":[0.001050288,0.00002744189,0.06923197,0.002024877,0.00005813942,1.112682e-10,0.781085,0.000001735618,0.00005317305,0.0001596135,0.1456796,0.0006282087],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598827,0.001114023,0.00002873001,0.0001535913,0.00482691,0.001333053,0.00008866766,0.0001524617,0.03241988],"genre_scores_gemma":[0.9562289,0.003631375,0.00002594976,0.0001369854,0.0004188307,0.000008724237,0.001073923,0.000100753,0.03837459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9668977,"threshold_uncertainty_score":0.9996095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02739865802420658,"score_gpt":0.3415897123164368,"score_spread":0.3141910542922302,"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."}}