{"id":"W2469107605","doi":"","title":"A Comparison of Avalanche Survival Patterns in Canada and Switzerland","year":2010,"lang":"en","type":"article","venue":"2010 International Snow Science Workshop","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography; Demography; Sociology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002939356,0.00006888077,0.0001225331,0.00004636907,0.00009503044,0.00004041592,0.0003431987,0.00002223892,0.001108593],"category_scores_gemma":[0.0002117702,0.00005635039,0.00001309078,0.0002805754,0.0001769014,0.0001641252,0.00003512282,0.0001759557,0.000003975849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001546262,"about_ca_system_score_gemma":0.0003002888,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8578804,"about_ca_topic_score_gemma":0.9976148,"domain_scores_codex":[0.9989859,0.0000078066,0.0002052862,0.0001897748,0.000429138,0.0001821338],"domain_scores_gemma":[0.9994296,0.0002263846,0.00008091675,0.0001053245,0.00008291812,0.0000748672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005092197,0.000008385308,0.9839644,0.000001354245,0.000002881781,0.000001215676,0.0001762801,0.0004101359,0.0001223381,0.0001006679,0.0001970484,0.01501013],"study_design_scores_gemma":[0.0001133383,0.000007354836,0.9791878,0.00001124378,0.000001470015,0.000001742261,0.0009312715,0.01807691,0.00006977891,0.00005436118,0.001476493,0.00006819811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950703,0.00004430065,0.00006212875,0.000641213,0.002433728,0.00005324159,0.00003946993,0.000003909908,0.001651724],"genre_scores_gemma":[0.9993134,0.0000238214,0.0003769048,0.00006130375,0.00006541795,7.914346e-7,0.00001298049,0.000001136849,0.0001442857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1397344,"threshold_uncertainty_score":0.9998046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02449327146131697,"score_gpt":0.2702668913085695,"score_spread":0.2457736198472525,"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."}}