{"id":"W2513549880","doi":"10.1515/sgem-2015-0036","title":"Influence of Structural Features and Fracture Processes on Surface Roughness: A Case Study from the Krosno Sandstones of the Górka–Mucharz Quarry (Little Beskids, Southern Poland)","year":2015,"lang":"en","type":"article","venue":"Studia Geotechnica et Mechanica","topic":"Geological Formations and Processes Exploration","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Fracture (geology); Geology; Surface finish; Profilometer; Anisotropy; Surface roughness; Lamination; Mineralogy; Surface (topology); Geotechnical engineering; Geometry; Materials science; Composite material; Optics; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0004782972,0.0001926128,0.0002701418,0.00002454392,0.0003688577,0.00003919373,0.0004015227,0.0001126508,0.00004402342],"category_scores_gemma":[0.0004949977,0.00009220451,0.00004162547,0.0004219305,0.0001266483,0.0002241583,0.0001062734,0.0002965254,0.000005271046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003465064,"about_ca_system_score_gemma":0.0001662711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01058567,"about_ca_topic_score_gemma":0.01068175,"domain_scores_codex":[0.9986217,0.0002082154,0.0003243778,0.0002608535,0.0004065888,0.0001782653],"domain_scores_gemma":[0.9985185,0.0004949359,0.0002931838,0.000389428,0.0002388752,0.00006511865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001442413,0.0007644439,0.4255058,0.000410143,0.000552934,0.0001016972,0.1783022,0.38514,0.0006867531,0.001385934,0.001532975,0.004174656],"study_design_scores_gemma":[0.003679047,0.005425162,0.7257333,0.0004177471,0.0005103215,0.0004394785,0.2105788,0.002232393,0.002716285,0.04514731,0.001874781,0.001245337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99594,0.001570244,0.00004001113,0.001326403,0.00006200108,0.0005819147,0.000352046,0.00003432919,0.00009305438],"genre_scores_gemma":[0.9995275,0.00006859018,0.0001083023,0.0002169156,0.00002828018,0.000006413741,0.00002848189,0.000004438011,0.00001103984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3829076,"threshold_uncertainty_score":0.9960029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01990761845381137,"score_gpt":0.2485757400403772,"score_spread":0.2286681215865658,"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."}}