{"id":"W2102729179","doi":"10.1046/j.1468-8123.2001.00014.x","title":"Computing geochemical mass transfer and water/rock ratios in submarine hydrothermal systems: implications for estimating the vigour of convection","year":2001,"lang":"en","type":"article","venue":"Geofluids","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hydrothermal circulation; Seawater; Geology; Fluid dynamics; Submarine; Convection; Flow (mathematics); Quartz; Mass transfer; Flow velocity; Basalt; Hydrogeology; Mechanics; Geotechnical engineering; Oceanography; Geochemistry; Seismology","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":[0.0005809133,0.0005697569,0.0005206413,0.001078241,0.0003300419,0.0008705648,0.0006360542,0.0005692855,0.0004730611],"category_scores_gemma":[0.002870027,0.0003591264,0.0004828304,0.0004996765,0.0002890531,0.0008797512,0.0004124555,0.0003039304,0.0001637007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007777761,"about_ca_system_score_gemma":0.0006368379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01558632,"about_ca_topic_score_gemma":0.01217362,"domain_scores_codex":[0.9998711,0.00003704684,0.000008509389,0.00003801334,0.00003284933,0.0000124833],"domain_scores_gemma":[0.9992699,0.0004628541,0.00006717063,0.00004580836,0.00009817033,0.00005605652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000236822,0.0001246438,0.07633276,0.00008708778,0.000136575,0.0001096773,0.0001291074,0.803249,0.03022845,0.001037666,0.0002857414,0.08804246],"study_design_scores_gemma":[0.000006215477,0.00001953726,0.004073936,0.000002517745,0.00000529438,0.000007840549,0.00001809726,0.9921159,0.003257528,0.0004057057,0.00008027053,0.000007058483],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7654251,0.0002101382,0.231294,0.0001139654,0.00001449472,0.00006018304,0.0002554087,0.001630577,0.0009961289],"genre_scores_gemma":[0.9076205,0.00006512466,0.09183154,0.000009370919,0.00000933612,0.00003182397,0.0001096214,0.00005926558,0.0002634092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01558632,"threshold_uncertainty_score":0.0309912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01240429216572107,"score_gpt":0.228536013406174,"score_spread":0.2161317212404529,"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."}}