{"id":"W4389357948","doi":"10.1130/abs/2023am-395260","title":"HYDROTHERMAL CARBONATES FROM TURKANA, KENYA, PRESERVE EVIDENCE OF AN UNUSUAL MIDDLE MIOCENE THERMAL FLUID PULSE","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","funders":"","keywords":"Geology; Paleontology; Hydrothermal circulation; Pulse (music); Geochemistry; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001013331,0.0001939626,0.0001686426,0.0009579755,0.002673822,0.0007179083,0.0004256234,0.0005390779,0.002177877],"category_scores_gemma":[0.0005681306,0.0002204161,0.00009182825,0.001249787,0.0009007852,0.000431642,0.0005315953,0.0003367604,0.0002778969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006282653,"about_ca_system_score_gemma":0.0009603203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07316037,"about_ca_topic_score_gemma":0.3269394,"domain_scores_codex":[0.9999443,0.000004152063,0.0000050617,0.00001197733,0.0000118335,0.00002278014],"domain_scores_gemma":[0.9997929,0.00003015235,0.00006056021,0.00001439832,0.00006844972,0.00003367879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001016134,0.00009854077,0.7641442,0.0002800184,0.0001031401,0.006391787,0.01655174,0.0002692095,0.1745053,0.001067256,0.00122187,0.03435097],"study_design_scores_gemma":[0.00001729222,0.00007311735,0.9843916,0.00004738555,0.00002461873,0.001316136,0.005411271,0.0001449619,0.002721951,0.00007873073,0.005764341,0.00000847359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955694,0.0001220068,0.0001028064,0.00005118113,0.00001082837,0.00001537075,0.0002167384,0.000007589128,0.003904111],"genre_scores_gemma":[0.9989502,0.00005076888,0.0003190348,0.00002745088,0.00000463497,0.000008478581,0.0001222056,0.000004623174,0.0005126762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07316037,"threshold_uncertainty_score":0.1454691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03487168219671036,"score_gpt":0.2322908385424742,"score_spread":0.1974191563457638,"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."}}