{"id":"W2787881719","doi":"","title":"Rooming Houses: Improving Conditions in Halifax Regional Municipality","year":2009,"lang":"en","type":"book","venue":"VDM Verlag Dr. Müller eBooks","topic":"Traffic and Road Safety","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Affordable housing; Enforcement; Zoning; Business; Legislature; Work (physics); Subsidy; Environmental planning; Economic growth; Engineering; Political science; Geography; Civil engineering; Economics","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"],"consensus_categories":[],"category_scores_codex":[0.0002645733,0.0006715918,0.0007650419,0.0004167921,0.0001876295,0.00006197091,0.0005094153,0.0008706854,0.0001077308],"category_scores_gemma":[0.00001664263,0.0007338711,0.0003290394,0.00007213965,0.000153045,0.0001048986,0.00009470664,0.001347717,0.0001362473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006911524,"about_ca_system_score_gemma":0.0003800422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001534538,"about_ca_topic_score_gemma":0.000836227,"domain_scores_codex":[0.9974433,0.000061015,0.0007945899,0.0005777233,0.0004160152,0.0007074174],"domain_scores_gemma":[0.9986486,0.0001546,0.0001450733,0.0007937168,0.00005612313,0.0002018997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001614397,0.0002615329,0.0002401414,0.001903226,0.001017594,0.001021803,0.008544889,0.05489727,0.0007095661,0.06252031,0.7932563,0.07546597],"study_design_scores_gemma":[0.001830323,0.0000844664,0.002868499,0.001185744,0.0001782362,0.00006112779,0.0002103324,0.005585892,0.0000574746,0.004217878,0.9818566,0.001863428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002910734,0.001013903,0.0003461545,0.00005289329,0.0007058001,0.0006638744,0.0001435168,0.00124839,0.9929147],"genre_scores_gemma":[0.1344929,0.0001535307,0.0006015533,0.0004847596,0.00115429,0.0001154421,0.0005531167,0.000379599,0.8620648],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1886003,"threshold_uncertainty_score":0.9995112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01978798090572693,"score_gpt":0.229734049820235,"score_spread":0.2099460689145081,"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."}}