{"id":"W561486586","doi":"10.4324/9781351317726","title":"URBAN and REGIONAL Planning in Canada","year":2017,"lang":"en","type":"book","venue":"","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Environmental planning; Regional planning; Regional science; Urban planning; Engineering; Civil engineering","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":[0.0001334508,0.00007292033,0.0001210851,0.0000440925,0.0003109483,0.00007452322,0.0001579806,0.0001081653,0.0002376546],"category_scores_gemma":[0.00005576828,0.00007681374,0.000009505773,0.00001757799,0.00007697174,0.00006610015,0.0000233827,0.0001533135,0.000004240625],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004827973,"about_ca_system_score_gemma":0.006098307,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.950529,"about_ca_topic_score_gemma":0.9959391,"domain_scores_codex":[0.9993537,0.00002225329,0.00009045516,0.0001368793,0.0002510483,0.0001456715],"domain_scores_gemma":[0.9996693,0.00006469132,0.00008083733,0.0000791381,0.00002534736,0.00008069839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[9.400715e-7,7.272828e-7,0.0269992,0.000003982564,0.000003620738,0.00002436675,0.001924096,0.000001632831,2.554902e-8,0.03314161,0.9377302,0.0001695906],"study_design_scores_gemma":[0.00005538286,0.000001447579,0.004823587,0.00008164543,0.000002551969,3.800745e-7,0.0007386134,0.00001341786,3.930746e-8,0.0005089082,0.9936697,0.0001043281],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001434138,0.0003881125,0.000002659731,0.0006580694,0.0001440078,0.00006092903,0.000005346887,0.00001350589,0.998584],"genre_scores_gemma":[0.006608136,0.00003246285,0.00001877642,0.0006125128,0.0002276146,0.000001127064,0.00003455622,0.000006852306,0.992458],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05593949,"threshold_uncertainty_score":0.9995362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04549932568936031,"score_gpt":0.2784594046412836,"score_spread":0.2329600789519233,"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."}}