{"id":"W6960193568","doi":"10.13140/rg.2.2.25338.03525","title":"UNDERSTANDING RESIDENT ENGAGEMENT IN PLANNING SYSTEM REFORM A CASE STUDY OF HOW RESIDENTS ARE CHALLENGING THE DEVELOPMENT PERMIT SYSTEM IN TORONTO","year":2018,"lang":"en","type":"article","venue":"","topic":"Pasture and Agricultural Systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Key (lock); Context (archaeology); Work (physics); Agency (philosophy)","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":[0.003428071,0.000243807,0.0002621478,0.0004710226,0.01284237,0.004021181,0.001745179,0.001928275,0.004718065],"category_scores_gemma":[0.009457977,0.0003880306,0.0002453718,0.001122371,0.007062237,0.002261851,0.004710361,0.00327337,0.0002464365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02955204,"about_ca_system_score_gemma":0.0227079,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6784225,"about_ca_topic_score_gemma":0.8924217,"domain_scores_codex":[0.9962195,0.001804872,0.00006756911,0.0001829499,0.0003714861,0.001353732],"domain_scores_gemma":[0.9951628,0.001983542,0.0006615851,0.0001999704,0.0006219909,0.001369965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000366259,0.00008513422,0.02232752,0.00004492783,0.00001372682,0.00181008,0.9618256,0.0006263285,0.0005660347,0.004016954,0.00197935,0.006667715],"study_design_scores_gemma":[0.000002644554,0.00003401293,0.01131082,0.00003840429,0.00000721296,0.0001001796,0.9761133,0.000316618,0.0001599834,0.0003218678,0.01158544,0.000009504976],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822608,0.0001041306,0.0005496733,0.003261686,0.00001656673,0.00002753301,0.00002406633,0.000007228717,0.01374847],"genre_scores_gemma":[0.9971003,0.0001055956,0.0002522431,0.0001303722,0.000003882797,0.00001012152,0.00001460698,0.000005083544,0.002377724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3215775,"threshold_uncertainty_score":0.6469426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1532231076115553,"score_gpt":0.2806313873067788,"score_spread":0.1274082796952235,"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."}}