{"id":"W1975018654","doi":"10.1016/s1002-0705(08)60078-3","title":"A Grey Fuzzy Comprehensive Model for Evaluation of Geological Structure Complexity","year":2008,"lang":"en","type":"article","venue":"Journal of China University of Geosciences","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Intersection (aeronautics); Fractal dimension; Fractal; Fuzzy logic; Coal mining; Similarity (geometry); Dimension (graph theory); Coal; Rank (graph theory); Mining engineering; Data mining; Mathematics; Computer science; Geology; Artificial intelligence; Image (mathematics); Combinatorics; Geography; Mathematical analysis; Cartography","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":[0.001394794,0.0007459259,0.001120936,0.002332332,0.00053743,0.001621153,0.001438014,0.001284907,0.002195797],"category_scores_gemma":[0.00296565,0.0003518773,0.001125974,0.002230665,0.0008509163,0.002191148,0.0008770131,0.0005633421,0.000123062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002342809,"about_ca_system_score_gemma":0.00173125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02888856,"about_ca_topic_score_gemma":0.01921409,"domain_scores_codex":[0.9993722,0.000186766,0.00003677438,0.0001364417,0.0001935529,0.00007424478],"domain_scores_gemma":[0.9991083,0.0004619591,0.0000726387,0.00005295627,0.0002313637,0.00007270433],"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":[0.0000288849,0.00002255677,0.0008987586,0.00004551745,0.00004551606,0.000072695,0.00006816902,0.9657335,0.0007383961,0.0194943,0.0004477787,0.01240394],"study_design_scores_gemma":[0.00000222318,0.000007761098,0.0001603494,0.000003078672,0.00001041834,0.000006028857,0.000007910316,0.9950051,0.00005323892,0.004651413,0.00008834494,0.000004162323],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1037431,0.0006210056,0.8897028,0.0003270125,0.00003654983,0.0000602104,0.0002456923,0.0002196676,0.00504399],"genre_scores_gemma":[0.9482382,0.000292751,0.04906381,0.00003362262,0.00002229029,0.00008479386,0.0002036867,0.00002406418,0.002036857],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02888856,"threshold_uncertainty_score":0.05744082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07463932479526504,"score_gpt":0.2603977220070047,"score_spread":0.1857583972117397,"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."}}