{"id":"W1661309065","doi":"10.11575/prism/25534","title":"Deep snow slab avalanches","year":2012,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Slab; Snow; Geology; Geomorphology; Geophysics","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":["insufficient_payload"],"category_scores_codex":[0.00009450343,0.0001583551,0.0002365703,0.00005304832,0.0001448535,0.000005873999,0.0003255898,0.0003912026,0.008639495],"category_scores_gemma":[0.000008192347,0.000162066,0.0001481828,0.0001023444,0.00009370842,0.000163173,0.00009637623,0.0002808634,0.0009588089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008839201,"about_ca_system_score_gemma":0.00001741383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001410809,"about_ca_topic_score_gemma":0.0002205927,"domain_scores_codex":[0.9991066,0.00002840647,0.00009820902,0.0002329633,0.0002997594,0.0002340907],"domain_scores_gemma":[0.9994531,0.00002248634,0.0001741872,0.00021821,0.000009637535,0.000122365],"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":[0.0003523432,0.0002199828,0.0145609,0.0001476357,0.000215173,0.00006785323,0.01148303,0.000009069959,0.003369257,0.0002179291,0.01502509,0.9543318],"study_design_scores_gemma":[0.001325326,0.000192311,0.8078381,0.0001891184,0.0006781943,0.00000955527,0.0008945243,0.009694819,0.001088075,0.0008888947,0.1761994,0.00100163],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5716631,0.0008027088,0.006165727,0.0000876468,0.0007105575,0.0002641252,7.63508e-7,0.00006885383,0.4202365],"genre_scores_gemma":[0.4547295,0.002039129,0.0288294,0.00006558358,0.00008895035,0.000001105616,0.001181836,0.00009312602,0.5129713],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9533301,"threshold_uncertainty_score":0.999819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0052136327211264,"score_gpt":0.1801927733625701,"score_spread":0.1749791406414437,"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."}}