{"id":"W4402189314","doi":"10.32920/26866429","title":"Artwashing Toronto's Planning Landscape: A Critical Analysis of Creative Placemaking &amp; Public Art","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Placemaking; Sociology; Visual arts; Art; Urban design; Architecture","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003794454,0.0005975142,0.0003341119,0.002173063,0.0214853,0.009864925,0.001590979,0.001402884,0.007294162],"category_scores_gemma":[0.005722696,0.0004066148,0.0002885641,0.004065886,0.02814494,0.003271422,0.005069831,0.002578063,0.0002088008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06719932,"about_ca_system_score_gemma":0.03349774,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5997744,"about_ca_topic_score_gemma":0.8568596,"domain_scores_codex":[0.9969987,0.001844134,0.0000393349,0.0001851424,0.0004622841,0.0004703937],"domain_scores_gemma":[0.9957187,0.002886606,0.0002235586,0.0002070669,0.0004027959,0.0005614707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001366941,0.00001060802,0.001255951,0.0001009313,0.00000391512,0.001088594,0.9408028,0.0003341353,0.0002682972,0.0451382,0.004111215,0.006871634],"study_design_scores_gemma":[0.000001660993,0.000005858239,0.00284768,0.0001390389,0.000004632967,0.00009139058,0.9425839,0.0001669703,0.0001607303,0.002228132,0.05176273,0.000007327192],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6353419,0.002519668,0.007095196,0.01609754,0.0001903941,0.0005141931,0.0004801649,0.00008399077,0.3376769],"genre_scores_gemma":[0.9775958,0.0008211139,0.001589714,0.0002987291,0.00001721674,0.00009046241,0.0000835172,0.00005478848,0.01944849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4002256,"threshold_uncertainty_score":0.8051653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1157693245648118,"score_gpt":0.4003676414784593,"score_spread":0.2845983169136475,"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."}}