{"id":"W1582758002","doi":"10.1007/978-1-4020-3609-5_15","title":"Avalanche and rock fall","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Rockfall; Geology; Forensic engineering; Seismology; Engineering; Landslide","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001351486,0.0007404851,0.0003674126,0.001280186,0.001013029,0.001860972,0.0007649495,0.001024746,0.04232639],"category_scores_gemma":[0.0002891984,0.000215921,0.0002533334,0.001242246,0.0014209,0.001692025,0.0007702598,0.001621011,0.009985324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009443405,"about_ca_system_score_gemma":0.00108879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005453134,"about_ca_topic_score_gemma":0.01595443,"domain_scores_codex":[0.9998864,0.00001374438,0.000003973214,0.00002163103,0.00005925971,0.00001501984],"domain_scores_gemma":[0.9999456,0.00001791785,0.000003683935,0.000008022577,0.00001733753,0.000007390823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001698683,0.00008638981,0.0002293824,0.0001704664,0.000005059077,0.000172934,0.0009694305,0.0005407583,0.0004602391,0.4535043,0.2882265,0.2556176],"study_design_scores_gemma":[0.000001968394,0.000009424462,0.0002852268,0.00009726897,0.000002169208,0.0001437545,0.0001543005,0.0001212993,0.00008487106,0.04562004,0.9534762,0.000003485691],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001047768,0.03663135,0.002305063,0.001390402,0.001336789,0.00003340952,0.00006308933,0.0000730203,0.9571191],"genre_scores_gemma":[0.01123601,0.02137921,0.001142698,0.000913128,0.0006894841,0.00003138759,0.0001085298,0.00005640932,0.9644431],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04232639,"threshold_uncertainty_score":0.1415959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284160581084286,"score_gpt":0.2099911917039602,"score_spread":0.1971495858931174,"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."}}