{"id":"W4415281716","doi":"10.2110/jsr.2024.093","title":"Facies-selective porosity in the Silurian (Wenlock) Lockport Group dolostone succession (Elora, Ontario): improving characterization of formation-level porosity","year":2025,"lang":"en","type":"article","venue":"Journal of Sedimentary Research","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Carleton University; University of Guelph","funders":"","keywords":"Facies; Dolostone; Outcrop; Shoal; Ecological succession; Group (periodic table); Sedimentary depositional environment; Lithology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001575922,0.0002039712,0.0001599618,0.001605456,0.0009081937,0.001001872,0.0004239546,0.0001444231,0.001389724],"category_scores_gemma":[0.0005645358,0.0001590709,0.0001825818,0.001319135,0.0005672346,0.0002423555,0.0006159903,0.000113702,0.0001707645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004225701,"about_ca_system_score_gemma":0.00210298,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8358796,"about_ca_topic_score_gemma":0.9609481,"domain_scores_codex":[0.9998797,0.000006161921,0.000006933612,0.00003152273,0.00003478809,0.00004089776],"domain_scores_gemma":[0.9997163,0.00002799393,0.00007212919,0.00001692816,0.0001165133,0.00005001143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000414751,0.000006794227,0.9852288,0.00003935298,0.00002649381,0.0001027858,0.001330582,0.0002564634,0.005986912,0.0001007391,0.0001071783,0.006772217],"study_design_scores_gemma":[0.000001033251,0.000004405359,0.9985978,0.000005026273,0.000004719225,0.00003156619,0.0005885153,0.0002408649,0.0002388829,0.00001166955,0.0002734698,0.000002060262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986389,0.00006292523,0.0001383242,0.000005361525,4.604573e-7,0.000008396827,0.0002946611,0.00000826842,0.0008426381],"genre_scores_gemma":[0.9992232,0.0000360667,0.0001791225,0.000003484516,4.89047e-7,0.000005241874,0.0002427893,0.00000291445,0.0003066579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1641204,"threshold_uncertainty_score":0.3301738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03822050820639673,"score_gpt":0.2986145627896903,"score_spread":0.2603940545832936,"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."}}