{"id":"W2991060423","doi":"","title":"New Frontiers for Deep Fluids and Geobiology Research in the World's Oldest Rocks","year":2016,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Toronto","funders":"","keywords":"Geobiology; Geology; Paleontology; Metamorphic petrology; Regional geology","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":[],"consensus_categories":[],"category_scores_codex":[0.001099729,0.0001127763,0.0001592335,0.0002689562,0.00009660733,0.00005283409,0.000215417,0.00009065127,0.000002830084],"category_scores_gemma":[0.0002175257,0.00006795342,0.00004499179,0.0002979797,0.00004763499,0.00009952889,0.00002556626,0.0001870013,0.00002159055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004275205,"about_ca_system_score_gemma":0.00002158517,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0010217,"about_ca_topic_score_gemma":0.01965643,"domain_scores_codex":[0.9989135,0.00008503318,0.000255334,0.000197302,0.0001562885,0.0003925297],"domain_scores_gemma":[0.9990494,0.0005924512,0.00002375785,0.000197392,0.00004013063,0.00009682419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002522584,0.0002130426,0.2011563,0.0004494806,0.0006880583,0.0001550291,0.01027499,0.2927961,0.05767447,0.0009297158,0.2063545,0.229056],"study_design_scores_gemma":[0.01095775,0.0006552712,0.145793,0.001660368,0.000281442,0.00006148419,0.01030457,0.221099,0.02269891,0.02278372,0.5606571,0.003047363],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667833,0.001483448,0.01075696,0.004772064,0.0002910962,0.0003730781,0.000003715033,0.0001308867,0.01540542],"genre_scores_gemma":[0.9974054,0.000188182,0.001410285,0.00006436188,0.0001768444,0.00003804943,0.00000544131,0.0000201744,0.0006913349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3543026,"threshold_uncertainty_score":0.9982323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02917114663736236,"score_gpt":0.2806279431039278,"score_spread":0.2514567964665654,"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."}}