{"id":"W2139206091","doi":"","title":"AVALANCHE ACCIDENT RISK REDUCTION TOOLS IN A NORTH AMERICAN CONTEXT","year":2012,"lang":"en","type":"article","venue":"Proceedings, 2012 International Snow Science Workshop, Anchorage, Alaska","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Accident (philosophy); Poison control; Computer science; Computer security; Geography; Medical emergency; Medicine","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":[0.002268604,0.0003313964,0.0002824065,0.001712544,0.002796158,0.001084113,0.0008732221,0.0003073619,0.00151869],"category_scores_gemma":[0.004364259,0.0002398899,0.00022013,0.002834632,0.0006391265,0.0009322788,0.001120427,0.0006400922,0.0001323533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004416483,"about_ca_system_score_gemma":0.00782582,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6111717,"about_ca_topic_score_gemma":0.8927991,"domain_scores_codex":[0.9986647,0.0005763861,0.00006111051,0.0001684253,0.0003966854,0.0001327191],"domain_scores_gemma":[0.9966539,0.0009344502,0.0003186543,0.0001242626,0.001733405,0.000235269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003251654,0.001683088,0.6815851,0.0008540944,0.0001664697,0.001828798,0.0227759,0.008731384,0.002769072,0.00319992,0.01882376,0.2572573],"study_design_scores_gemma":[0.00004492235,0.0003954057,0.8717392,0.0004387346,0.0001963719,0.0006022656,0.06752316,0.005700103,0.001743613,0.002356904,0.04911585,0.0001434907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973758,0.001779708,0.004174676,0.002024723,0.00005872038,0.0002008385,0.0006862581,0.00008223435,0.01723482],"genre_scores_gemma":[0.9826635,0.004337188,0.009744235,0.0004294777,0.00003642827,0.0001448197,0.0005854001,0.00001538715,0.002043586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6111717,"threshold_uncertainty_score":0.7822365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413660285310866,"score_gpt":0.2626991035591706,"score_spread":0.248562500706062,"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."}}