{"id":"W4402495601","doi":"10.1016/j.marpetgeo.2024.107109","title":"Significance of pyrobitumen in the evaluation of gas generation from oil cracking in the Sichuan Basin, SW China: A review","year":2024,"lang":"en","type":"review","venue":"Marine and Petroleum Geology","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"National Natural Science Foundation of China; China University of Geosciences, Wuhan; University of Calgary","keywords":"Geology; Geochemistry; China; Sichuan basin; Structural basin; Mineralogy; Geomorphology; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002171362,0.0002216639,0.0009992595,0.0002323166,0.00001904689,0.00001723866,0.0002605062,0.000140481,0.00009814333],"category_scores_gemma":[0.00008758148,0.0001260264,0.0001765178,0.0005658055,0.00004619751,0.0000469772,0.00005526687,0.0003948169,0.000005990205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004018861,"about_ca_system_score_gemma":0.00007175197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001262931,"about_ca_topic_score_gemma":0.004597789,"domain_scores_codex":[0.9976282,0.0009567273,0.0007580097,0.0002271655,0.000290587,0.0001393479],"domain_scores_gemma":[0.9992741,0.0001482807,0.0001699548,0.0003531491,0.00004051319,0.00001393867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002959124,0.00005583943,0.0002087706,0.01903938,0.0002860749,0.00001378657,0.0009708882,0.009866879,0.00001208766,0.0003237405,0.001158131,0.9680614],"study_design_scores_gemma":[0.0004834137,0.00008227073,0.0005400039,0.00932358,0.004534295,0.00002261252,0.0001561955,0.2243927,0.000003556345,0.0009217701,0.7591032,0.0004363463],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00236512,0.9943945,0.00003347425,0.0005907231,0.00009426301,0.000237947,0.0000109776,0.00001027501,0.002262688],"genre_scores_gemma":[0.02575429,0.9733411,0.00001682664,0.00007981646,0.000118233,0.0002488413,0.0003695236,0.0000169132,0.00005443919],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9676251,"threshold_uncertainty_score":0.5139208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04596346607610229,"score_gpt":0.3079718723891886,"score_spread":0.2620084063130863,"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."}}