{"id":"W2558287906","doi":"","title":"A Study of Rock Shape And Slope Irregularity On Rock Fall Impact Distance","year":2011,"lang":"en","type":"article","venue":"45th U.S. Rock Mechanics / Geomechanics Symposium","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Rocscience (Canada)","funders":"","keywords":"Geology; Rockfall; Geotechnical 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006035753,0.0007100768,0.0007835446,0.0001610927,0.0004434092,0.00006797068,0.0008847904,0.0004615728,0.00129189],"category_scores_gemma":[0.00004134727,0.0005686201,0.0002472393,0.000660201,0.000009314672,0.0003638325,0.00109871,0.0006611573,0.000305745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003235016,"about_ca_system_score_gemma":0.00004846193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005968524,"about_ca_topic_score_gemma":0.0003973064,"domain_scores_codex":[0.9958385,0.0001622454,0.0008183182,0.001201404,0.001014794,0.0009647465],"domain_scores_gemma":[0.9977615,0.00005927706,0.0004860082,0.001119504,0.00007226331,0.0005014867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01191054,0.04646131,0.04105387,0.001182151,0.005034824,0.001735166,0.08000205,0.4923075,0.2060181,0.08924065,0.01083488,0.01421901],"study_design_scores_gemma":[0.007772214,0.01623448,0.003678577,0.0003120101,0.0008180676,0.0002536047,0.003349682,0.9181184,0.012768,0.03032329,0.003172101,0.003199536],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9423813,0.0003268187,0.04772709,0.0001395041,0.001259075,0.002533468,0.0001765399,0.000305262,0.005150907],"genre_scores_gemma":[0.9984533,0.0003821727,0.0001246242,0.0001409882,0.00005375652,0.00005749964,0.00001947092,0.0001025366,0.0006656896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.425811,"threshold_uncertainty_score":0.9996765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01414673285831426,"score_gpt":0.2241247062325444,"score_spread":0.2099779733742301,"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."}}