{"id":"W4285221426","doi":"10.1130/abs/2022pr-376114","title":"EXPLORING THE INFLUENCE OF BEDDING AND FRACTURE ORIENTATION ON WEATHERING DEPTH ACROSS A SEDIMENTARY RIDGE-VALLEY SYSTEM USING NEAR-SURFACE GEOPHYSICS AND DRILLING","year":2022,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"National Science Foundation","keywords":"Geology; Weathering; Drilling; Ridge; Bedding; Sedimentary rock; Fracture (geology); Orientation (vector space); Bed; Geomorphology; Mining engineering; Geochemistry; Paleontology; Anisotropy; Geometry","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":[0.000298283,0.0001389004,0.0001972881,0.0005324191,0.0003962778,0.0006803359,0.0002898835,0.0002443597,0.0006515147],"category_scores_gemma":[0.0008525195,0.0002721894,0.0003084198,0.0006931601,0.000325983,0.0004305912,0.0003885047,0.0001978096,0.00007138823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003873087,"about_ca_system_score_gemma":0.0004736694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06262673,"about_ca_topic_score_gemma":0.1656874,"domain_scores_codex":[0.999891,0.00002885673,0.000007717436,0.00003240077,0.00001656848,0.00002334199],"domain_scores_gemma":[0.9994535,0.0002484072,0.00007805694,0.00003098336,0.0001005596,0.00008852503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001114462,0.00005880326,0.9881279,0.000008888374,0.00006842968,0.00009584078,0.0002883765,0.002308116,0.005588097,0.00006770046,0.00003801544,0.003238313],"study_design_scores_gemma":[0.000004121393,0.00002912849,0.9939003,0.000002201376,0.00001717534,0.00002147396,0.0004162372,0.005279546,0.0002343064,0.00003189902,0.00005964114,0.000004111716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997949,0.000005098493,0.00005881588,0.000003427932,2.346676e-7,8.550433e-7,0.00004046071,0.000001729407,0.00009450063],"genre_scores_gemma":[0.9997663,0.00000767664,0.0001082265,0.000001740596,3.343184e-7,9.098885e-7,0.00004789726,0.000001559933,0.00006533643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06262673,"threshold_uncertainty_score":0.1245244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03711842301328129,"score_gpt":0.2463017288318315,"score_spread":0.2091833058185502,"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."}}