{"id":"W6966723333","doi":"10.48380/dggv-vq6r-px97","title":"Forward stratigraphic modelling of marine petroleum source rocks: the case of the Carson Basin","year":2021,"lang":"en","type":"article","venue":"dggv-e-publications","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Source rock; Petroleum; Structural basin; Deposition (geology); Submarine pipeline; Sedimentary depositional environment; Petroleum reservoir; Petroleum system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001776751,0.0001130392,0.0001834292,0.0001428263,0.0001602551,0.00004226729,0.0002761098,0.00006278118,0.0001240136],"category_scores_gemma":[0.00006452387,0.00007650193,0.000222415,0.001290599,0.00006606109,0.0001227969,0.00006359743,0.0001895834,0.000003095149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001936856,"about_ca_system_score_gemma":0.00007042909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003582514,"about_ca_topic_score_gemma":0.002116896,"domain_scores_codex":[0.9990717,0.00007902634,0.0003701749,0.0001440577,0.0001850984,0.0001499605],"domain_scores_gemma":[0.9987473,0.00008645588,0.00009508206,0.00075874,0.0002557121,0.00005668088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[9.902094e-7,0.00004570593,0.001735249,0.00003851989,0.0001481871,0.00000164363,0.0006233304,0.9920163,0.0007762006,0.003286467,0.0008034435,0.0005239735],"study_design_scores_gemma":[0.0001389442,0.000006118896,0.0004153072,0.00001246835,0.0001133317,0.00003959368,0.001579552,0.9844224,0.004870634,0.0003825003,0.007920112,0.00009897521],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6450821,0.000559969,0.3304467,0.0069427,0.0001273253,0.0002292437,0.00008169416,0.0001797006,0.01635064],"genre_scores_gemma":[0.9981446,0.0001082074,0.0003773789,0.00004271936,0.00003419681,0.00003877061,0.00004644223,0.00001905435,0.001188595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3530626,"threshold_uncertainty_score":0.3119658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0198967185145851,"score_gpt":0.2186618208756115,"score_spread":0.1987651023610264,"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."}}