{"id":"W2472532960","doi":"","title":"There's no planning like snow planning","year":2015,"lang":"en","type":"article","venue":"Planning News","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snow; Declaration; History; Geography; Meteorology; Aeronautics; Engineering; Political science; Law","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":[0.001015711,0.0005749404,0.0003456929,0.0003966805,0.005500824,0.005568855,0.001005593,0.002058147,0.06877247],"category_scores_gemma":[0.003399136,0.000408634,0.0004042057,0.0008568958,0.003239988,0.005011385,0.002659564,0.005336626,0.01828505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003459882,"about_ca_system_score_gemma":0.006334652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0360643,"about_ca_topic_score_gemma":0.09483589,"domain_scores_codex":[0.9989882,0.0002024594,0.00004132632,0.0001745018,0.0004168639,0.0001767095],"domain_scores_gemma":[0.9979532,0.0002857216,0.0001136258,0.0002324119,0.0004799402,0.0009351082],"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":[0.00002559051,0.00003114333,0.0008969087,0.0001457487,0.000008925063,0.0001300864,0.00152012,0.0003191234,0.0003018655,0.02116129,0.9175369,0.05792239],"study_design_scores_gemma":[0.000002228958,0.00001060618,0.0003611307,0.00005476736,0.000001724901,0.00003780539,0.001208251,0.00004657084,0.0000425793,0.001431667,0.9967961,0.000006576005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.006572639,0.006225826,0.0111395,0.2330914,0.0178113,0.0001154044,0.001150422,0.00231068,0.7215828],"genre_scores_gemma":[0.1003577,0.009091238,0.01068473,0.0573791,0.002386812,0.00009192965,0.001491072,0.001389462,0.8171281],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.06877247,"threshold_uncertainty_score":0.2300668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04314626447383842,"score_gpt":0.2757153776766497,"score_spread":0.2325691132028113,"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."}}