{"id":"W2021934707","doi":"10.1007/s006030170001","title":"Classification of Non-oriented Fractures Along Boreholes to Joint Sets and its Success Degree","year":2001,"lang":"en","type":"article","venue":"Rock Mechanics and Rock Engineering","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Borehole; Joint (building); Orientation (vector space); A priori and a posteriori; Geology; Rock mass classification; Joint probability distribution; Set (abstract data type); Mining engineering; Bayesian probability; Block (permutation group theory); Computer science; Data mining; Geotechnical engineering; Statistics; Artificial intelligence; Engineering; Mathematics; Structural engineering; 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":[0.001961891,0.0005989585,0.0008834621,0.005228006,0.001126807,0.002362784,0.001428459,0.00101631,0.003608104],"category_scores_gemma":[0.01173697,0.0003970535,0.0009420979,0.001939572,0.001770389,0.001659753,0.002050652,0.00100507,0.0006037813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007290384,"about_ca_system_score_gemma":0.001050986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002871938,"about_ca_topic_score_gemma":0.003498142,"domain_scores_codex":[0.9977623,0.000262631,0.0002075952,0.0004781251,0.0007274984,0.0005618951],"domain_scores_gemma":[0.9812739,0.01030284,0.001859727,0.00109125,0.003408909,0.002063383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001611211,0.0005233318,0.7625396,0.0002836979,0.0002051624,0.0005709043,0.001730634,0.05538215,0.02678643,0.02668412,0.001784021,0.1218987],"study_design_scores_gemma":[0.00008628398,0.0006715092,0.5173751,0.00009625325,0.0002649505,0.00117402,0.004210616,0.4091144,0.01782423,0.04533396,0.003726853,0.0001219637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829237,0.00006954328,0.01431379,0.00005312942,0.00001053732,0.00003116659,0.0003792686,0.00006044613,0.002158363],"genre_scores_gemma":[0.9950128,0.00003743248,0.00337374,0.000005596073,0.00001785444,0.00001848649,0.0007999635,0.00001846048,0.0007155511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005228006,"threshold_uncertainty_score":0.0120703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01815628318009141,"score_gpt":0.2302804808612543,"score_spread":0.2121241976811629,"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."}}