{"id":"W2986449385","doi":"","title":"Crowding and Congestion in Banff Alberta Canada","year":2019,"lang":"en","type":"article","venue":"Scholarworks (University of Massachusetts Amherst)","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":[0.0006386887,0.0002884898,0.0002689663,0.00174557,0.004994303,0.001858248,0.001292739,0.0005445441,0.003954089],"category_scores_gemma":[0.001198729,0.0002594223,0.00040179,0.00436761,0.001661796,0.0004050564,0.001269289,0.0006734963,0.0001823805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05621395,"about_ca_system_score_gemma":0.05211332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9988434,"about_ca_topic_score_gemma":0.9996418,"domain_scores_codex":[0.9989945,0.0001162788,0.00001522912,0.00005848149,0.0002606168,0.0005549265],"domain_scores_gemma":[0.9989974,0.00009819571,0.00009591754,0.00002054121,0.0004101396,0.0003779058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005693879,0.0003193372,0.8551529,0.0002674942,0.0002367583,0.001658904,0.01504246,0.0143893,0.001190035,0.01422265,0.02413777,0.07281294],"study_design_scores_gemma":[0.00003103908,0.0000701235,0.9215857,0.0001441141,0.00006217007,0.0001665869,0.04277645,0.005532924,0.0002526753,0.001248728,0.02802671,0.0001027481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654149,0.001918711,0.0006816463,0.002330118,0.00007102221,0.00007285137,0.001584103,0.00003478839,0.02789184],"genre_scores_gemma":[0.9888822,0.0008812145,0.0003807428,0.000213714,0.00001249503,0.00001447659,0.0004207503,0.000007749024,0.009186627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05621395,"threshold_uncertainty_score":0.4078626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007111628803809116,"score_gpt":0.199967643303779,"score_spread":0.1928560144999699,"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."}}