{"id":"W4411618096","doi":"10.51847/p05waqye8d","title":"10.51847/p05WAQye8d","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cold climate; Environmental resource management; Environmental science; Climate change; Environmental planning; Meteorology; Geography; Geology; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007484875,0.001107916,0.0007155662,0.002207842,0.001395533,0.003575415,0.001140955,0.002977216,0.9117873],"category_scores_gemma":[0.001384003,0.0004805741,0.00060044,0.002637233,0.0008278839,0.002159022,0.001975365,0.001143055,0.8909792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008747044,"about_ca_system_score_gemma":0.0006017244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003558241,"about_ca_topic_score_gemma":0.002505852,"domain_scores_codex":[0.9994419,0.00005282362,0.00004608518,0.0001601195,0.0002031377,0.00009587167],"domain_scores_gemma":[0.9988847,0.0002448634,0.00006078252,0.0001963222,0.0004713101,0.0001420174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004385251,0.0002847019,0.002343727,0.0003604172,0.00003109393,0.0004518617,0.0001313705,0.0008929996,0.00733545,0.006942979,0.1914684,0.7893185],"study_design_scores_gemma":[0.00006968154,0.00009991221,0.002261354,0.0001700142,0.00001794798,0.0005979482,0.0001678959,0.001996601,0.002445052,0.002008227,0.9901413,0.00002412352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008040397,0.00123151,0.01361097,0.001676281,0.001421678,0.0002368835,0.002776761,0.003172303,0.9678333],"genre_scores_gemma":[0.01431568,0.0005728275,0.004856574,0.0003018463,0.0001292121,0.000106649,0.001733253,0.0004366338,0.9775473],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08821273,"threshold_uncertainty_score":0.1258247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004271303369798037,"score_gpt":0.1578517871034075,"score_spread":0.1535804837336094,"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."}}