{"id":"W4389353472","doi":"10.1130/abs/2023am-391571","title":"THE ‘BLACK-SEAS’ OF THE DEVONIAN-CARBONIFEROUS BOUNDARY","year":2023,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Natural Resources Canada; Geological Survey of Canada","funders":"","keywords":"Carboniferous; Devonian; Boundary (topology); Geology; Paleontology; Mathematics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002474623,0.000143791,0.0002129966,0.000004977035,0.0004415837,0.00002715555,0.0003650522,0.00006584699,0.0001875237],"category_scores_gemma":[0.00002836874,0.00006112149,0.0001797644,0.0004118021,0.003097178,0.00004851444,0.00009895607,0.0002103898,0.00006404734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004321938,"about_ca_system_score_gemma":0.00002812109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003444374,"about_ca_topic_score_gemma":0.0003380878,"domain_scores_codex":[0.9986734,0.00004713973,0.0002616849,0.0002030897,0.0004090318,0.0004056357],"domain_scores_gemma":[0.9992104,0.0002521619,0.0002231386,0.0002243327,0.00002327281,0.00006665097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003682719,0.00005280384,0.7684657,0.00002283571,0.0001028202,0.000002861874,0.0003330177,0.001877935,0.000006135796,0.00000410444,0.001767847,0.2273271],"study_design_scores_gemma":[0.0001232601,0.0004526429,0.9345351,0.00001128989,0.00001752405,0.000003047386,0.002025444,0.0006209707,0.00002214834,0.0003057234,0.06179094,0.0000919339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98572,0.0003474926,0.000006605607,0.002887321,0.00005680524,0.0003056721,0.000009036045,0.00005225571,0.01061474],"genre_scores_gemma":[0.9976367,0.0007720667,0.0007944115,0.0002816693,0.00003242061,0.000005596426,0.00002069919,0.000003206454,0.000453176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2272352,"threshold_uncertainty_score":0.9996158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01641368916636521,"score_gpt":0.2096862961026031,"score_spread":0.1932726069362379,"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."}}