{"id":"W3197947894","doi":"","title":"An Analysis of Seasonal Rockfall Trends at Floyd Hill: A Slope Along I-70, East of Idaho Springs, CO","year":2021,"lang":"en","type":"article","venue":"55th U.S. Rock Mechanics/Geomechanics Symposium","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Rockfall; Geology; Physical geography; Hydrology (agriculture); Geomorphology; Geography; Landslide; Geotechnical engineering","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":[0.0009584203,0.0006503543,0.001297678,0.0004912099,0.0003618038,0.00006549969,0.001029685,0.0005974117,0.008408654],"category_scores_gemma":[0.00006720227,0.0006074192,0.0008666274,0.003185715,0.00002907708,0.0004033387,0.001097397,0.0004798071,0.0001527984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005534494,"about_ca_system_score_gemma":0.0001421109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004047566,"about_ca_topic_score_gemma":0.001370244,"domain_scores_codex":[0.994597,0.0002871391,0.001290123,0.001359652,0.001469984,0.000996105],"domain_scores_gemma":[0.9966854,0.00007725778,0.0007885038,0.001511718,0.0001845433,0.0007525097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003772921,0.001333064,0.007230755,0.0001377045,0.002424372,0.0001972312,0.00156968,0.2558063,0.7189079,0.008295432,0.0009131705,0.002807124],"study_design_scores_gemma":[0.00166275,0.0006546162,0.001152938,0.0001018495,0.00273923,0.0001069417,0.0005257931,0.8418034,0.1435429,0.0008864263,0.005675212,0.001147925],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9076228,0.0008901438,0.07840911,0.0009197666,0.001738881,0.0007052688,0.00154774,0.0003820691,0.007784251],"genre_scores_gemma":[0.9961896,0.0004881,0.0005997375,0.0002199605,0.00007852505,0.00002534153,0.0005729085,0.000106373,0.001719474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5859971,"threshold_uncertainty_score":0.9996377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007581725706303053,"score_gpt":0.2204061296518033,"score_spread":0.2128244039455002,"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."}}