{"id":"W1603802470","doi":"","title":"NEW OBSERVATION GUIDELINES FOR AVALANCHE PROGRAMS IN THE UNITED STATES","year":2004,"lang":"en","type":"article","venue":"Proceedings of the 2004 International Snow Science Workshop, Jackson Hole, Wyoming","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snowpack; National weather service; Observational study; Meteorology; Snow; Publication; Political science; Geography; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001562931,0.000160818,0.0001284406,0.0001252146,0.0002920026,0.0002369487,0.001771016,0.00007721137,0.00004477536],"category_scores_gemma":[0.0009030943,0.00008998811,0.000098229,0.001712355,0.0003647292,0.0007154015,0.0002624163,0.0002141476,0.0000104917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003722974,"about_ca_system_score_gemma":0.00006434117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008595107,"about_ca_topic_score_gemma":0.0001147192,"domain_scores_codex":[0.9978556,0.000004928709,0.0004359364,0.0003642469,0.0009705382,0.0003687687],"domain_scores_gemma":[0.999157,0.00006459379,0.0003032286,0.0001291507,0.0002778639,0.00006819988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0004081249,0.0006646487,0.2945952,0.00006770129,0.00008506497,0.000002770774,0.02477115,0.4638234,0.04045885,0.02208228,0.03800809,0.1150328],"study_design_scores_gemma":[0.01119246,0.0006593646,0.2673465,0.005253743,0.000229538,0.0001428569,0.03697168,0.2481925,0.07195752,0.1576347,0.1979038,0.002515307],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706444,0.00003849786,0.001590294,0.02500246,0.0004794108,0.0006568644,0.000003479838,0.0000279457,0.001556611],"genre_scores_gemma":[0.9742205,0.00006741472,0.02300001,0.001202047,0.0001840394,0.00005317494,0.00001391135,0.00001627132,0.00124259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2156309,"threshold_uncertainty_score":0.3669609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0562815106120067,"score_gpt":0.3026686852865253,"score_spread":0.2463871746745186,"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."}}