{"id":"W2573118261","doi":"","title":"Branch Line Analysis of Faults and Fractures","year":2016,"lang":"en","type":"article","venue":"50th U.S. Rock Mechanics/Geomechanics Symposium","topic":"Anomaly Detection Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Geology; Line (geometry); Forensic engineering; Engineering; Mathematics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003972478,0.0003279408,0.0005647152,0.0007226374,0.000233737,0.00005929642,0.001000484,0.0002614447,0.00007793233],"category_scores_gemma":[0.00004303112,0.0002511208,0.0002688819,0.001941209,0.000009370309,0.0004132861,0.0005955168,0.0001674628,0.00002601612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006870971,"about_ca_system_score_gemma":0.00006975722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004048149,"about_ca_topic_score_gemma":0.00003382575,"domain_scores_codex":[0.9976048,0.00006464831,0.0006261375,0.0008444643,0.0004177088,0.0004421677],"domain_scores_gemma":[0.9976735,0.000154091,0.0004266149,0.001228274,0.0002973748,0.0002201772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002279507,0.0001574712,0.00002745811,0.00003049571,0.0004332262,0.000002872182,0.0001984021,0.0008703079,0.4968334,0.4801373,0.0002183415,0.02106796],"study_design_scores_gemma":[0.0006861864,0.0005272057,0.00006897747,0.00006346345,0.0004845278,0.00002487052,0.00002325505,0.428542,0.4425964,0.117848,0.008436373,0.0006986961],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006003509,0.0001630423,0.9908512,0.001742741,0.0002039407,0.0003446807,0.00007291738,0.0004137719,0.0002041608],"genre_scores_gemma":[0.991668,0.0006591404,0.006710972,0.0003524322,0.00006414974,0.00008815635,0.000009853153,0.00002933181,0.0004179714],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9856645,"threshold_uncertainty_score":0.9999941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008914010773033193,"score_gpt":0.2429584307606749,"score_spread":0.2340444199876417,"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."}}