{"id":"W2778507990","doi":"10.1111/1755-6724.13457","title":"Estimation of the Shale Oil/Gas Potential of a Paleocene–Eocene Succession: A Case Study from the Meyal Area, Potwar Basin, Pakistan","year":2017,"lang":"en","type":"article","venue":"Acta Geologica Sinica - English Edition","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Maturity (psychological); Oil shale; Petrophysics; Structural basin; Source rock; Paleontology; Cretaceous; Ecological succession; Fossil fuel; Unconventional oil; Well logging; Geochemistry; Petroleum engineering; Porosity; Geotechnical engineering; Chemistry","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":[0.0004809762,0.000213315,0.0003765004,0.00005344762,0.0005144591,0.0001013111,0.0006868824,0.0001835598,0.0002808602],"category_scores_gemma":[0.000920656,0.0001262437,0.000217869,0.0001968632,0.0002670776,0.0004204614,0.0001824034,0.0002966899,0.000002342513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003051061,"about_ca_system_score_gemma":0.00003522708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007338634,"about_ca_topic_score_gemma":0.0005487419,"domain_scores_codex":[0.9982298,0.0002292194,0.000607083,0.0002791254,0.0004504402,0.0002043306],"domain_scores_gemma":[0.9978141,0.0002799052,0.0004462246,0.001145034,0.0002464609,0.00006833923],"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":[0.001034096,0.007576596,0.2407716,0.0005508144,0.004701962,0.00219289,0.05417482,0.5417665,0.01825877,0.000291239,0.04128435,0.08739643],"study_design_scores_gemma":[0.005470026,0.0007206665,0.3113878,0.0004457787,0.001950992,0.0001181027,0.02887947,0.6363924,0.009862761,0.001723986,0.001879032,0.001168997],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996042,0.00006978231,0.0005362523,0.0007043144,0.001015468,0.0002143372,0.0001091356,0.0001026316,0.001206145],"genre_scores_gemma":[0.9990609,0.0001006238,0.0001338948,0.00003173355,0.0005023063,0.00003911656,0.00008683635,0.00001707361,0.00002748801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09462591,"threshold_uncertainty_score":0.514807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686768413646154,"score_gpt":0.2557749004527862,"score_spread":0.2389072163163247,"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."}}