{"id":"W2920191257","doi":"","title":"Barriers to Transit-Oriented Development in Mature Communities: An assessment of South Point Douglas, Winnipeg","year":2018,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"demographic modeling and climate adaptation","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transit-oriented development; Transit (satellite); Geography; Engineering; Environmental planning; Transport engineering; Civil engineering; Urban planning; Public transport","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001093561,0.0003971964,0.0002170617,0.001199228,0.006320279,0.002537866,0.00125242,0.0004356503,0.001786919],"category_scores_gemma":[0.002918256,0.0005226578,0.0001798914,0.001222914,0.00228255,0.00105362,0.003522714,0.0006323107,0.0001281517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01128548,"about_ca_system_score_gemma":0.01381051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6821048,"about_ca_topic_score_gemma":0.9155506,"domain_scores_codex":[0.9992322,0.0001828144,0.00003078298,0.00008023313,0.0002139638,0.0002601314],"domain_scores_gemma":[0.9985258,0.000213796,0.0002047544,0.00003677615,0.000385476,0.0006334482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001202201,0.0002133317,0.3537088,0.0005035441,0.0000248082,0.00577643,0.5782356,0.0003609718,0.003261518,0.004407944,0.002666254,0.05072051],"study_design_scores_gemma":[0.000007582925,0.0001727097,0.3266309,0.0002101956,0.00001273937,0.0007255191,0.6479025,0.0002296908,0.0003698351,0.0002702275,0.02343737,0.00003071102],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956298,0.0002956199,0.0001513343,0.0004466338,0.00000845859,0.0000988792,0.00005129463,0.000003145985,0.00331496],"genre_scores_gemma":[0.9952877,0.0009439035,0.0007161261,0.0001330242,0.000002857185,0.00007867255,0.0000716854,0.0000055725,0.002760413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3178952,"threshold_uncertainty_score":0.6395347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04544168497992113,"score_gpt":0.3137097108431505,"score_spread":0.2682680258632294,"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."}}