{"id":"W4362512694","doi":"10.22215/etd/2022-15345","title":"Overbrook Renewal: The Redevelopment of Shallow Lot Public Housing","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Government of Canada","keywords":"Redevelopment; Corporation; Stock (firearms); Public housing; Unit (ring theory); Built environment; Engineering; Business; Architectural engineering; Subdivision; Variety (cybernetics); Public administration; Civil engineering; Economic growth; Environmental planning; Political science; Geography; Economics; Finance; Computer science; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006810494,0.0001031702,0.0001459475,0.00009849681,0.0008640565,0.0001198872,0.0003926652,0.0001141839,0.009863158],"category_scores_gemma":[0.0002483938,0.00008429646,0.00006240397,0.0004983763,0.00004564652,0.00009109188,0.00003448099,0.0001701389,0.000007379212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001661911,"about_ca_system_score_gemma":0.0008604492,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00276552,"about_ca_topic_score_gemma":0.03737134,"domain_scores_codex":[0.9984903,0.0001439457,0.0002512546,0.0001792672,0.0007390665,0.0001961731],"domain_scores_gemma":[0.9993517,0.000089118,0.0002284641,0.0001350179,0.0001454119,0.00005022033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005118652,0.000191884,0.01315472,0.0001126344,0.0002424858,0.000006935006,0.300229,0.00004948532,0.0002713526,0.5016803,0.1711054,0.01290469],"study_design_scores_gemma":[0.0001000369,0.0000143248,0.002768401,0.00004234975,0.00002480901,1.433706e-7,0.1356589,0.00001471705,0.0001111629,0.0009819424,0.8600634,0.0002198223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02993359,0.0002871416,0.00004189326,0.001945132,0.001072093,0.0002925725,0.000005270982,0.0001196168,0.9663027],"genre_scores_gemma":[0.6098842,0.0002361375,0.0003699323,0.0006606538,0.0001791878,0.00003192238,0.0007655988,0.00003219729,0.3878402],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.688958,"threshold_uncertainty_score":0.991042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04297768217974317,"score_gpt":0.319877481351416,"score_spread":0.2768997991716728,"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."}}