{"id":"W4401665581","doi":"10.1007/s43217-024-00198-2","title":"Hydrocarbon prospectivity of the South Atlantic Orange Basin","year":2024,"lang":"en","type":"article","venue":"Journal of Sedimentary Environments","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Government of Northwest Territories; University Canada West","funders":"Tertiary Education Trust Fund","keywords":"Geology; Source rock; Structural basin; Prospectivity mapping; Cretaceous; Clastic rock; Paleontology; Natural gas field; Geochemistry; Petrophysics; Rift; Cenomanian; Basin modelling; Petrology; Natural gas; Geotechnical engineering","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":[0.0001621863,0.00009027272,0.0001737492,0.00002315331,0.00005964039,0.00001123959,0.0001607577,0.00002559484,0.0007698633],"category_scores_gemma":[0.000008291297,0.00004429786,0.0001367332,0.0001023697,0.0001313531,0.0001103596,0.00002936627,0.0001756314,0.0001091076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008558335,"about_ca_system_score_gemma":0.000008148998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004129629,"about_ca_topic_score_gemma":0.00002342701,"domain_scores_codex":[0.9991223,0.00004970886,0.0002200927,0.000102656,0.0003710344,0.0001342134],"domain_scores_gemma":[0.9996969,0.00006449797,0.0001096319,0.00007397778,0.00000306602,0.00005197465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003333528,0.00005797784,0.9922008,0.00001833252,0.0001035359,0.00002697181,0.0002137618,0.0003268741,0.0002603082,0.000004134535,0.0001889525,0.00656505],"study_design_scores_gemma":[0.0001520977,0.0002660397,0.9933374,0.00004831731,0.0000646406,0.0000136376,0.00006680716,0.0002447812,0.0007883672,0.001181748,0.003779711,0.00005643545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996941,0.001123215,0.000008861628,0.0007681687,0.0004308789,0.00007752051,0.00001545445,0.000003302886,0.0006316527],"genre_scores_gemma":[0.9993321,0.00009343613,0.00004940127,0.0001686542,0.0001398896,1.792513e-7,0.000001907772,0.000001605919,0.0002128453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006508615,"threshold_uncertainty_score":0.8429463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008212621230734064,"score_gpt":0.1734362239539884,"score_spread":0.1652236027232543,"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."}}