{"id":"W2589049488","doi":"","title":"The city of Port Phillip's homelessness protocol: Engagement first - enforcement last","year":2006,"lang":"en","type":"article","venue":"Parity","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gentrification; Affordable housing; Renting; Poverty; Port (circuit theory); Socioeconomic status; Quarter (Canadian coin); Economic growth; Enforcement; Cityscape; Public housing; Socioeconomics; Business; Geography; Political science; Sociology; Economics; Law; Engineering; Demography; Population","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"],"consensus_categories":[],"category_scores_codex":[0.001700517,0.0001653731,0.0004369054,0.00003190433,0.002094137,0.00001940703,0.0002961564,0.0001469264,0.0006056899],"category_scores_gemma":[0.00007043757,0.0001124163,0.00009368695,0.0001931028,0.0001456856,0.00007525874,0.0002175295,0.0004445737,0.00005509672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001294269,"about_ca_system_score_gemma":0.0001613798,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008189013,"about_ca_topic_score_gemma":0.04039832,"domain_scores_codex":[0.9977353,0.000394067,0.0007146025,0.0002180766,0.0004219177,0.0005160404],"domain_scores_gemma":[0.9985005,0.0004179934,0.000381173,0.0003967638,0.0002304991,0.00007304678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006754995,0.0002878867,0.9252383,0.0005395812,0.00003150687,0.000002477515,0.005903835,0.00001440557,0.00001319646,0.06523263,0.0005498238,0.00211878],"study_design_scores_gemma":[0.0009941011,0.00005346893,0.5916401,0.0001212864,0.0000197857,2.627953e-8,0.01442209,0.0000309628,0.000311,0.004390317,0.3878248,0.0001920802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.838838,0.00006470468,0.0003525317,0.0004153716,0.0005744105,0.05167313,0.00004516276,0.0001373844,0.1078993],"genre_scores_gemma":[0.9513217,0.0000211228,0.0000333268,0.00002360652,0.0003730706,0.04746925,0.00001734981,0.00001689005,0.000723695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.387275,"threshold_uncertainty_score":0.999205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06290542868202237,"score_gpt":0.4071874490381571,"score_spread":0.3442820203561348,"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."}}