{"id":"W2329387384","doi":"","title":"A Study on graffiti in downtown Toronto","year":2015,"lang":"en","type":"article","venue":"Journal of Digital Design","topic":"Public Spaces through Art","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Downtown; Graffiti; Art; Advertising; Visual arts; Geography; Business; Archaeology","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":[0.001927907,0.00008556963,0.0001995277,0.0000867417,0.00004906847,0.0003250642,0.0003430917,0.00004619105,0.0000402552],"category_scores_gemma":[0.001243774,0.00006947482,0.00005908921,0.0002200571,0.00006696741,0.002127112,0.00002557622,0.0001211829,0.00004532134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006260063,"about_ca_system_score_gemma":0.0005164264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004522596,"about_ca_topic_score_gemma":0.001934274,"domain_scores_codex":[0.9983125,0.0002241601,0.0003076349,0.0000957478,0.000814771,0.000245179],"domain_scores_gemma":[0.999053,0.0001864742,0.0001853393,0.0001027428,0.0001958136,0.0002766012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001834094,0.01063101,0.1864454,0.000006100258,0.0003289629,0.002329612,0.4379006,0.001205216,0.00005471086,0.02164438,0.2631205,0.07449935],"study_design_scores_gemma":[0.01096379,0.01646673,0.0690951,0.0001854051,0.00006427635,0.0001074094,0.6871256,0.00004215465,0.00008966825,0.02697086,0.1879034,0.000985599],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5392188,0.0002710768,0.0006869944,0.002112868,0.0008788881,0.0004662288,0.000002333702,0.00003524788,0.4563275],"genre_scores_gemma":[0.9986191,0.000008327759,0.0001959186,0.00007489635,0.0002796239,0.000002505135,1.252999e-7,0.000007632299,0.0008118782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4594002,"threshold_uncertainty_score":0.3134601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1524615975588399,"score_gpt":0.3799204742589913,"score_spread":0.2274588767001514,"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."}}