{"id":"W4324363471","doi":"10.1016/j.jseaes.2023.105625","title":"Quantifying the relative contribution and evolution of pore types to shale reservoir space: Constraints from over-mature marine shale in the Sichuan Basin, SW China","year":2023,"lang":"en","type":"article","venue":"Journal of Asian Earth Sciences","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Geological Survey of Canada; Natural Resources Canada","funders":"","keywords":"Oil shale; Pyrite; Geology; Macropore; Dissolution; Clay minerals; Mineralogy; Total organic carbon; Organic matter; Characterisation of pore space in soil; Shale oil; Geochemistry; Porosity; Mesoporous material; Chemical engineering; Chemistry; Environmental chemistry; 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":[0.001291013,0.00008044879,0.0001801645,0.0002565466,0.000140073,0.00007253059,0.0002316855,0.00005006585,0.00003605083],"category_scores_gemma":[0.0002935477,0.00004418208,0.0000631404,0.001316366,0.0001998064,0.0003460927,0.00003544912,0.0002470475,0.000003764733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001773809,"about_ca_system_score_gemma":0.00004888804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009601183,"about_ca_topic_score_gemma":0.0009377966,"domain_scores_codex":[0.9989385,0.0001153082,0.0002872272,0.0000971561,0.0004121237,0.0001497111],"domain_scores_gemma":[0.9995154,0.0001344054,0.0001327434,0.00009825287,0.00006832182,0.00005092767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000152498,0.00009641744,0.6864789,0.00007753587,0.0003636589,0.0001561469,0.0399214,0.2412478,0.01185324,0.0122296,0.002762547,0.004660298],"study_design_scores_gemma":[0.0002751557,0.0001068743,0.931931,0.0001272927,0.00002877949,0.00001772698,0.007921896,0.05563287,0.0004468128,0.002992853,0.0004348411,0.0000838557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908708,0.0002695959,0.0007057149,0.006551885,0.0001164394,0.00009734749,0.00001390073,0.0000122863,0.001362083],"genre_scores_gemma":[0.9995033,0.0000965487,0.0002748617,0.00002985093,0.00006392036,0.000001078275,0.000003970461,0.000003682347,0.00002280849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2454522,"threshold_uncertainty_score":0.1801693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01650623056525538,"score_gpt":0.2608208912202772,"score_spread":0.2443146606550218,"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."}}