{"id":"W2947209081","doi":"","title":"Exploring the link between the Conceptual Model of Avalanche Hazard and the North American Public Avalanche Danger Scale","year":2019,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Parks Canada","keywords":"Hazard; Scale (ratio); Environmental science; Geography; Cartography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003095015,0.0001581078,0.0002370021,0.00004112938,0.0003078665,0.0000376763,0.0006951708,0.00004721148,0.00009982186],"category_scores_gemma":[0.00001206494,0.00007621652,0.0001104018,0.0005763966,0.001701004,0.0003156921,0.0004710572,0.0003840178,0.00009017362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006376644,"about_ca_system_score_gemma":0.00002237315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003663586,"about_ca_topic_score_gemma":0.00784955,"domain_scores_codex":[0.998791,0.0001670011,0.0001464662,0.0002785829,0.0003188052,0.0002981916],"domain_scores_gemma":[0.9990479,0.0002071157,0.0001404619,0.0004928305,0.00001915386,0.00009251718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004770069,0.000007865437,0.9876394,0.000002858711,0.00006931702,0.000001685504,0.0005648599,0.002142273,0.000005748458,0.0002604072,0.0007638906,0.008494016],"study_design_scores_gemma":[0.004486891,0.0002348611,0.6009479,0.00003602964,0.0005575657,6.939552e-8,0.0620939,0.02129805,0.000522644,0.0002487217,0.3088182,0.0007551575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876093,0.00003374734,0.0001248265,0.003756644,0.00008204809,0.0002856132,0.00002528129,0.00002661317,0.008055921],"genre_scores_gemma":[0.997599,0.000333674,0.00004721856,0.0001541961,0.00007740789,0.000001887425,0.000007565012,0.00001327585,0.001765755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3866915,"threshold_uncertainty_score":0.6267422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02559324918560757,"score_gpt":0.1898925122147863,"score_spread":0.1642992630291787,"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."}}