{"id":"W4255046555","doi":"10.32920/ryerson.14657544","title":"A concept plan for Kennedy Mobility Hub: envisioning transit oriented development in Toronto's inner suburbs","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Smart Parking Systems Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transit-oriented development; Plan (archaeology); Transport engineering; Pedestrian; Retrofitting; Context (archaeology); Transit (satellite); Urban planning; Land use; Environmental planning; Business; Public transport; Development plan; Architectural engineering; Civil engineering; Engineering; Geography","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":[0.002347429,0.0008017328,0.0001977321,0.00139114,0.004569479,0.007335525,0.001642589,0.002298637,0.006741611],"category_scores_gemma":[0.001426909,0.0004617214,0.0004207308,0.001577014,0.005012854,0.003800092,0.003016615,0.001320624,0.0008911072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05497196,"about_ca_system_score_gemma":0.117093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7315005,"about_ca_topic_score_gemma":0.8775528,"domain_scores_codex":[0.9986585,0.0003591227,0.00004276122,0.0001091582,0.0004184775,0.0004119959],"domain_scores_gemma":[0.9984924,0.00009421025,0.00006518843,0.00004362821,0.0005815753,0.0007229915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006883731,0.0000633705,0.005986508,0.0008709054,0.00001443811,0.001654946,0.01489859,0.02137077,0.002487188,0.7958251,0.09956126,0.05719817],"study_design_scores_gemma":[0.00003357191,0.0001045201,0.004213034,0.0007069241,0.00001951461,0.0003407937,0.04284153,0.007080866,0.001049361,0.03793224,0.905595,0.0000826145],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1309404,0.01603859,0.1436072,0.1059323,0.001735906,0.003374412,0.004890324,0.0009694553,0.5925115],"genre_scores_gemma":[0.6778123,0.01432614,0.154242,0.00216976,0.0001165462,0.001435148,0.002341829,0.0001722975,0.147384],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2684995,"threshold_uncertainty_score":0.5401615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02548804329345656,"score_gpt":0.2823895137338596,"score_spread":0.256901470440403,"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."}}