{"id":"W4312854954","doi":"10.24908/cpp-apc.v2022i1.15593","title":"Book Review: Evaluating Urban and Regional Plans by Mark Seasons","year":2022,"lang":"en","type":"article","venue":"Canadian Planning and Policy / Aménagement et politique au Canada","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Regional science; Geography; Environmental planning; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000537145,0.0001773198,0.0001842977,0.00003601195,0.0008793885,0.00004243951,0.000173614,0.00003269961,0.0003519622],"category_scores_gemma":[0.0001049465,0.0001066021,0.00002683378,0.0002173218,0.00005222898,0.00008799941,0.000102155,0.0002040218,4.57627e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009968128,"about_ca_system_score_gemma":0.001675369,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9819241,"about_ca_topic_score_gemma":0.9616913,"domain_scores_codex":[0.9983234,0.000252501,0.000183875,0.0003200024,0.0002835631,0.0006366752],"domain_scores_gemma":[0.9990484,0.0001714668,0.00007033879,0.00006693196,0.00003486983,0.0006080078],"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":[0.000004043623,0.000003228916,0.02309792,0.00005860513,0.00001349852,0.00002536531,0.0001820907,0.000003776791,0.0000159489,0.00128312,0.9739876,0.001324793],"study_design_scores_gemma":[0.00007457428,0.00005991144,0.1036112,0.00006825264,0.000009720939,0.0000158721,0.0006635649,0.00002136652,0.00000228213,0.00009803928,0.8951694,0.0002057651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4441777,0.07296847,2.276614e-7,0.4587303,0.0001572394,0.0009196065,0.002898511,0.00005482633,0.02009317],"genre_scores_gemma":[0.7285727,0.001970631,0.000009278721,0.2528672,0.0002352868,0.0001476919,0.001265378,0.00000422743,0.0149277],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.284395,"threshold_uncertainty_score":0.6763634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01640167156406975,"score_gpt":0.2626669421205959,"score_spread":0.2462652705565262,"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."}}