{"id":"W4392215468","doi":"","title":"Handling uncertainties for reservoir interpretation of geophysical data (Application to segmentation issues.)","year":2001,"lang":"fr","type":"preprint","venue":"OpenGrey (Institut de l'Information Scientifique et Technique)","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interpretation (philosophy); Geophysics; Segmentation; Geology; Computer science; Data science; Data mining; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001512968,0.0007207364,0.0006867877,0.00146221,0.00055331,0.002083642,0.0007307404,0.001671743,0.003072273],"category_scores_gemma":[0.006163092,0.0006693568,0.000867289,0.001519887,0.0007885785,0.001474731,0.001786117,0.0009916541,0.0007344024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006218961,"about_ca_system_score_gemma":0.00074414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004265355,"about_ca_topic_score_gemma":0.004491505,"domain_scores_codex":[0.9993505,0.0001553067,0.00005201528,0.0001334677,0.0002583401,0.00005027254],"domain_scores_gemma":[0.99822,0.001142877,0.0001804193,0.0001498267,0.0002606538,0.0000463086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002800534,0.00005339395,0.004031282,0.0005780074,0.0001585088,0.0006651898,0.001013717,0.4008867,0.04482208,0.02606741,0.005889297,0.5155544],"study_design_scores_gemma":[0.00001090327,0.0000422929,0.002054657,0.00007842445,0.00003000292,0.0003132748,0.0001675463,0.937667,0.01589992,0.03237524,0.01131865,0.00004205657],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008821087,0.0005646308,0.9880172,0.0002651557,0.00003608263,0.00003021915,0.0002221483,0.001266058,0.0007774447],"genre_scores_gemma":[0.2503639,0.001067793,0.7449409,0.0001562179,0.0001151136,0.0001144835,0.0006499543,0.0004684678,0.002123166],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004265355,"threshold_uncertainty_score":0.01027775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04014885685354887,"score_gpt":0.3464995268463595,"score_spread":0.3063506699928106,"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."}}