{"id":"W2912978515","doi":"","title":"DFNAnalyzer: A Web-Based Application for Discrete Fracture Network Analysis","year":2018,"lang":"en","type":"article","venue":"","topic":"Anomaly Detection Techniques and Applications","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Computer science; Fracture (geology); World Wide Web; Geology","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":[0.000189649,0.0001002925,0.0001399141,0.0001235455,0.0002920004,0.00008673856,0.0005128379,0.0000715391,0.00005643839],"category_scores_gemma":[0.000005797213,0.00008261908,0.0001937269,0.001673661,0.00004441411,0.0001248176,0.00004841128,0.00005017289,0.00003705009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000238108,"about_ca_system_score_gemma":0.00003959657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004007879,"about_ca_topic_score_gemma":0.0001097037,"domain_scores_codex":[0.9991035,0.00001547624,0.0001851971,0.000385616,0.0001121519,0.0001981005],"domain_scores_gemma":[0.998874,0.00005623428,0.0001101987,0.0007354587,0.0001556631,0.0000684238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005425061,0.0002533589,0.009514946,0.00002776782,0.000867224,5.156477e-7,0.0001418437,0.02400082,0.003406759,0.6767936,0.1331163,0.1518226],"study_design_scores_gemma":[0.00009616109,0.00005812738,0.001205048,0.00000108088,0.00007843013,2.288364e-7,0.000001717606,0.7706774,0.003554172,0.00675293,0.2174617,0.0001129169],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0002052915,0.00001277577,0.9941767,0.002597537,0.00002256793,0.0003836371,0.00000392228,0.0005677739,0.002029762],"genre_scores_gemma":[0.7331386,0.000001646893,0.2643379,0.001531451,0.0001811886,0.0004001579,0.00001476723,0.000005491334,0.0003888394],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7466767,"threshold_uncertainty_score":0.3369108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006502668218953674,"score_gpt":0.2663710128813928,"score_spread":0.2598683446624391,"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."}}