{"id":"W2909229684","doi":"10.1177/1538513218768907","title":"Book Review: Suburban Research Exemplifies Urban and Planning History","year":2018,"lang":"en","type":"article","venue":"Journal of Planning History","topic":"European history and politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Environmental planning; Regional science; Urban planning; Sociology; Urban history; Architectural engineering; Geography; Social science; Civil engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004985525,0.0001403674,0.0003392769,0.0003943162,0.0006394695,0.00001692042,0.0004288126,0.0001060683,0.001081855],"category_scores_gemma":[0.001382388,0.0001416469,0.00009703469,0.0001020199,0.001840366,0.0004346371,0.00005308269,0.0008014253,0.00006040188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002754214,"about_ca_system_score_gemma":0.001042072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008673342,"about_ca_topic_score_gemma":0.000006477804,"domain_scores_codex":[0.9970536,0.0009621995,0.0005183294,0.0001963546,0.0007973716,0.0004721323],"domain_scores_gemma":[0.9978865,0.0004369726,0.00044924,0.0002134972,0.0006586211,0.0003551402],"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":[0.0000382211,0.00001939868,0.00133738,0.0001077338,0.00001603475,0.0001535337,0.06269058,6.563623e-7,0.00007717869,0.0009462073,0.9345544,0.00005868811],"study_design_scores_gemma":[0.0001507395,0.000227356,0.0007120549,0.001466103,0.00003641154,0.00002805278,0.001279106,0.000001294858,0.000006010908,0.00004002401,0.9958964,0.0001564635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.00554869,0.8034668,0.00001091226,0.0004581748,0.00281574,0.00008714838,0.000001575592,0.00003038675,0.1875806],"genre_scores_gemma":[0.08404531,0.05339894,0.001160306,0.05220415,0.03055285,0.00001164343,0.000008355559,0.0002181096,0.7784004],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7500678,"threshold_uncertainty_score":0.9998313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1462172588715426,"score_gpt":0.3839407945676498,"score_spread":0.2377235356961072,"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."}}