{"id":"W2796576578","doi":"","title":"Overview and utility of the Vancouver 2010 and Snow-V10 monitoring metwork","year":2010,"lang":"en","type":"article","venue":"14th Conference on Mountain Meteorology (30 August–3 September 2010)","topic":"Winter Sports Injuries and Performance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Snow; Environmental science; Meteorology; 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":[0.001707151,0.0005661753,0.000394665,0.003893691,0.0009769157,0.001770225,0.001222668,0.0004368892,0.002956927],"category_scores_gemma":[0.002219855,0.00027328,0.0003493736,0.004378978,0.0001711242,0.0003622553,0.0008307548,0.0004500727,0.001312629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002668489,"about_ca_system_score_gemma":0.006853774,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6881388,"about_ca_topic_score_gemma":0.89392,"domain_scores_codex":[0.9987206,0.0001696237,0.00009065848,0.0001642954,0.0007287618,0.0001260809],"domain_scores_gemma":[0.9947436,0.0002222145,0.0001651405,0.0001914882,0.004353482,0.0003239952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003042432,0.0001232785,0.4313178,0.0007543573,0.0001729544,0.0002020234,0.0005114106,0.003607496,0.003342599,0.0009162028,0.06545934,0.4932884],"study_design_scores_gemma":[0.00004788196,0.0001304787,0.6198415,0.0005572441,0.000160091,0.0002265954,0.001221196,0.007317122,0.003448529,0.0004261072,0.3665626,0.00006058328],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.357921,0.02712612,0.05823153,0.006978735,0.001882746,0.00363931,0.1488128,0.004255574,0.3911522],"genre_scores_gemma":[0.6541196,0.01571971,0.1225756,0.0008776272,0.0006013535,0.001383586,0.08616605,0.0007043175,0.1178522],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6881388,"threshold_uncertainty_score":0.6273956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03227241219312834,"score_gpt":0.2943266152322982,"score_spread":0.2620542030391699,"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."}}