{"id":"W4389563541","doi":"10.7185/gold2023.15424","title":"Hydrogeological controls on microbial activity in continental crust","year":2023,"lang":"en","type":"article","venue":"","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; University of Toronto","funders":"","keywords":"Hydrogeology; Geology; Continental crust; Earth science; Crust; Geochemistry; Geotechnical engineering","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":[0.0002006564,0.0002136721,0.0001710955,0.0006539882,0.0003750975,0.0009247282,0.0001894477,0.0002432595,0.001264507],"category_scores_gemma":[0.0006043766,0.0001795475,0.0001460758,0.0004436841,0.0007492747,0.0003371909,0.0005567977,0.0001732089,0.0001436382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007028499,"about_ca_system_score_gemma":0.0003207392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01320794,"about_ca_topic_score_gemma":0.01611159,"domain_scores_codex":[0.9998866,0.00001920674,0.000009234848,0.00002206713,0.00002424768,0.00003873195],"domain_scores_gemma":[0.9997219,0.0000599505,0.0000575313,0.00002020625,0.00006270817,0.00007758934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001261629,0.0001219659,0.4445855,0.0001611545,0.0002059842,0.0007335452,0.0004831534,0.008186668,0.5237734,0.001158315,0.0002215071,0.01910722],"study_design_scores_gemma":[0.00001315221,0.0001088022,0.9738115,0.000008857521,0.00002159351,0.00006356776,0.0006541159,0.003455854,0.02088412,0.0002763826,0.0006882513,0.00001382183],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988365,0.0001218594,0.00006603806,0.00002321601,0.000002472271,0.000002160227,0.00008179505,0.000002249378,0.0008637945],"genre_scores_gemma":[0.9997491,0.00005417717,0.00003048382,0.000004987502,0.000001654331,6.175337e-7,0.0000302807,0.000001358795,0.0001272545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01320794,"threshold_uncertainty_score":0.0262621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.015798833714086,"score_gpt":0.2319700535482842,"score_spread":0.2161712198341982,"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."}}