{"id":"W3217361644","doi":"10.21203/rs.3.rs-1099958/v1","title":"Evaluation of Neoproterozoic Source Rock Potential in SE Pakistan and Adjacent Bikaner- Nagaur Basin India Based on Integrated Geochemical, Geological, and Geophysical Data","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Science Foundation of Shandong Province","keywords":"Source rock; Geology; Maturity (psychological); Facies; Structural basin; Geochemistry; Mineralogy; Petrology; Geomorphology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001001676,0.0002344935,0.0001261998,0.001791107,0.0003344743,0.0005440359,0.000176557,0.0001686748,0.0006366913],"category_scores_gemma":[0.0002042541,0.0001612968,0.0001495615,0.001261891,0.000242423,0.0003114835,0.0004122969,0.0001198811,0.0001384732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003219665,"about_ca_system_score_gemma":0.0003861595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02459463,"about_ca_topic_score_gemma":0.04253247,"domain_scores_codex":[0.9999194,0.0000064562,0.000007647831,0.00001888952,0.00002093539,0.00002664393],"domain_scores_gemma":[0.999855,0.00002180482,0.00004678134,0.000008965219,0.00004254642,0.0000248693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006836837,0.00002633253,0.9794084,0.00003106691,0.00003202522,0.0004881526,0.0004940549,0.0005453243,0.01081014,0.00008619804,0.00004087698,0.007968964],"study_design_scores_gemma":[0.000002981206,0.00002280722,0.9970891,0.000005667163,0.00001227693,0.0001089198,0.0008093183,0.0007377712,0.0009953037,0.00001948306,0.0001935135,0.000002918177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993519,0.00003071494,0.00007649139,0.000005415242,4.15807e-7,0.00000409328,0.0001522114,0.000002990304,0.0003757317],"genre_scores_gemma":[0.9995634,0.0000340871,0.0001164686,0.000002023709,6.830009e-7,0.000002299215,0.0001863575,8.29778e-7,0.00009390385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02459463,"threshold_uncertainty_score":0.04890293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07488983325943721,"score_gpt":0.3636980396630267,"score_spread":0.2888082064035895,"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."}}