{"id":"W7097353401","doi":"","title":"Warning Systems and Hazard Mapping Canadian Avalanche Hazard Mapping Project","year":2016,"lang":"en","type":"article","venue":"","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Warning system; Hazard; Risk assessment; Hazard analysis; Natural hazard; Poison control","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":[0.002777625,0.0008248884,0.0002654274,0.003636305,0.003877415,0.00240039,0.001826444,0.0006022953,0.02602398],"category_scores_gemma":[0.006765661,0.0004123967,0.000361235,0.003206166,0.0005851051,0.00118142,0.001830382,0.0009536935,0.002453261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.025004,"about_ca_system_score_gemma":0.0852911,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9679908,"about_ca_topic_score_gemma":0.972195,"domain_scores_codex":[0.998408,0.0002027011,0.00004834776,0.0001007635,0.001042816,0.0001974174],"domain_scores_gemma":[0.9918046,0.0003197709,0.000142731,0.0001659734,0.007011553,0.0005553571],"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":[0.0002503535,0.0002192731,0.02312123,0.0005324135,0.00006550009,0.0001374275,0.001394876,0.01910677,0.004248598,0.02576371,0.4221919,0.5029679],"study_design_scores_gemma":[0.0002410233,0.0001813147,0.08058156,0.0004815212,0.000137576,0.0001678996,0.002362505,0.08439122,0.009101809,0.01410496,0.8079572,0.0002913244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1186657,0.002682978,0.3012528,0.03960723,0.0009914465,0.005350777,0.1148592,0.0130775,0.4035123],"genre_scores_gemma":[0.4337754,0.003170177,0.3063017,0.001369761,0.00009218279,0.001629788,0.05106359,0.0008395492,0.2017578],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03200924,"threshold_uncertainty_score":0.1814176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01629604650700182,"score_gpt":0.2092602346529952,"score_spread":0.1929641881459934,"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."}}