{"id":"W2905065993","doi":"10.2495/sdp180201","title":"TOWARDS HEALTHY URBAN DESIGN IN A RATIONALIST NEIGHBOURHOOD: A RESEARCH METHODOLOGY FOR THE MONTICELLI QUARTER IN ASCOLI PICENO, ITALY","year":2018,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Neighbourhood (mathematics); Urban planning; Plan (archaeology); Identification (biology); Commission; Urban design; Public health; Regional science; Public relations; Economic growth; Sociology; Political science; Geography; Engineering; Medicine; Civil engineering; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.007590932,0.00007984742,0.0001854738,0.00009603171,0.001288941,0.00002507087,0.0001680878,0.0001351603,0.0004436371],"category_scores_gemma":[0.0001294182,0.00005183176,0.00004333978,0.0001364157,0.001317173,0.00006153579,0.000004907744,0.0003131745,0.0000216012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002209838,"about_ca_system_score_gemma":0.0001758346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006501387,"about_ca_topic_score_gemma":0.05266257,"domain_scores_codex":[0.9961025,0.002806525,0.0002481513,0.0002106953,0.0001653113,0.0004668034],"domain_scores_gemma":[0.9938543,0.005872564,0.00003947093,0.0001497503,0.00001527608,0.00006858882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00844299,0.001959873,0.02363128,0.000120652,0.0002554178,0.00001110911,0.2645437,0.003932843,0.00001264597,0.6438265,0.00384099,0.04942195],"study_design_scores_gemma":[0.008770533,0.002150279,0.7681383,0.00003891526,0.00008755756,0.000004314028,0.05972178,0.005826681,0.0000562814,0.06189576,0.0929504,0.0003591174],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07081933,0.001290652,0.4203188,0.4974113,0.001101796,0.005896288,0.00002444388,0.00002463622,0.003112754],"genre_scores_gemma":[0.9928293,0.0008535525,0.001222114,0.003447343,0.0001012212,0.0008810478,7.177732e-7,0.000006516737,0.0006582321],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9220099,"threshold_uncertainty_score":0.9913622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1404871756186119,"score_gpt":0.4007367780751991,"score_spread":0.2602496024565871,"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."}}