{"id":"W3085340829","doi":"10.5539/esr.v10n1p1","title":"Well Log Petrophysical Analysis and Fluid Characterization of Reservoirs, Rio Del Rey Basin, Cameroon (West African Margin, Gulf of Guinea)","year":2020,"lang":"en","type":"article","venue":"Earth Science Research","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Petrophysics; Hydrocarbon; Geology; Submarine pipeline; Structural basin; Gas chromatography; Natural gas; Fossil fuel; Petroleum engineering; Petroleum reservoir; Wet gas; Geochemistry; Porosity; Mineralogy; Chromatography; Geomorphology; Chemistry; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001326662,0.000201313,0.0001143901,0.001974482,0.0003092304,0.0004149889,0.0001571962,0.0002124609,0.0007237904],"category_scores_gemma":[0.0002999041,0.0001513023,0.00009067685,0.001262875,0.000300165,0.000329613,0.0002050665,0.0001188072,0.00008074781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006120151,"about_ca_system_score_gemma":0.0004085861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03324989,"about_ca_topic_score_gemma":0.07248249,"domain_scores_codex":[0.9999365,0.000007702743,0.000005595251,0.00001392066,0.0000184469,0.00001781475],"domain_scores_gemma":[0.999882,0.00002185529,0.00004014409,0.000006209209,0.0000342042,0.00001555209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002522889,0.0000728309,0.9276289,0.00005609647,0.00002547029,0.00128967,0.0009387258,0.005012717,0.0467832,0.0003685124,0.0001869954,0.01738467],"study_design_scores_gemma":[0.000005665594,0.00005077354,0.9846765,0.00001898675,0.00001225956,0.0002672404,0.001089783,0.005444017,0.00753618,0.0000821569,0.000802542,0.00001378522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991488,0.00003621815,0.0001830822,0.000009635867,7.86871e-7,0.0000077834,0.0001995849,0.000005465798,0.0004085275],"genre_scores_gemma":[0.9989642,0.00005122017,0.0004956503,0.000003539538,8.447855e-7,0.000008784727,0.0001547323,0.000001766958,0.0003193561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03324989,"threshold_uncertainty_score":0.0661127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03267972491288406,"score_gpt":0.2809225424390521,"score_spread":0.248242817526168,"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."}}