{"id":"W4403504164","doi":"10.1130/abs/2024nc-398920","title":"COMPARING LITHOLOGIES AND GEOCHEMICAL SIGNALS OF THE MIDDLE DEVONIAN THUNDER BAY FORMATION (MICHIGAN BASIN) IN CORE AND AT THE TYPE SECTION","year":2024,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Thunder; Geology; Lithology; Bay; Devonian; Section (typography); Structural basin; Core (optical fiber); Paleontology; Geochemistry; Oceanography; Engineering; Computer science; Telecommunications","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009494622,0.00009764172,0.00006895113,0.001053964,0.0004362693,0.0003863331,0.0001776611,0.0001469209,0.001928334],"category_scores_gemma":[0.0002769059,0.0001175897,0.00008346221,0.0008503379,0.0002549782,0.0002116644,0.0004273718,0.00009424164,0.0002840225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000470507,"about_ca_system_score_gemma":0.0003034434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06250728,"about_ca_topic_score_gemma":0.2185865,"domain_scores_codex":[0.9999528,0.00000690145,0.00000539971,0.00001484011,0.000008610677,0.00001147839],"domain_scores_gemma":[0.9998425,0.00001955837,0.00004661042,0.000009352314,0.00004529012,0.00003663462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007110801,0.000009056315,0.9879388,0.000007132918,0.00002414479,0.000102527,0.0004579713,0.0001461628,0.007378573,0.00008679063,0.0001627078,0.003614956],"study_design_scores_gemma":[7.379286e-7,0.000004320403,0.9992254,0.000001633017,0.000003088117,0.00001841793,0.0002123357,0.00008437003,0.0003024094,0.000006302512,0.0001402961,6.000598e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989727,0.00001211299,0.00003662328,0.000008241806,5.997508e-7,0.000001278989,0.0002928909,0.000002132994,0.0006733862],"genre_scores_gemma":[0.9989549,0.00001686042,0.00007157463,0.000005393982,0.000001271373,0.000002455717,0.000413146,0.000001911311,0.0005323827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06250728,"threshold_uncertainty_score":0.1242869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03679305556792026,"score_gpt":0.2423272988850677,"score_spread":0.2055342433171474,"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."}}