{"id":"W4416015146","doi":"10.1002/9781394229185.ch1","title":"A Brief Introduction to Potential Links and Feedbacks Between Hydrothermal Processes and Seawater Chemistry","year":2025,"lang":"en","type":"other","venue":"Geophysical monograph","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Hydrothermal circulation; Seawater; Hydrothermal vent; Water chemistry; Ocean chemistry","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":[0.0004566869,0.001289458,0.0004533747,0.003246676,0.0009560562,0.001960713,0.001045231,0.001185431,0.1407261],"category_scores_gemma":[0.0007829025,0.0003445778,0.000484151,0.005382336,0.000529666,0.002906222,0.001199199,0.002138264,0.08309517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00130455,"about_ca_system_score_gemma":0.00134008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01078922,"about_ca_topic_score_gemma":0.01949125,"domain_scores_codex":[0.9998517,0.00001842242,0.00001393121,0.00003407636,0.00005769487,0.0000241503],"domain_scores_gemma":[0.9996239,0.00009410283,0.00002938246,0.000034038,0.000128785,0.00008965133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002704406,0.00005412282,0.0003484097,0.0004777163,0.000003846705,0.00007800163,0.00005193695,0.0003631031,0.000782706,0.01135761,0.8810459,0.1054096],"study_design_scores_gemma":[9.853961e-7,0.000006515714,0.0004263906,0.00008145051,7.802651e-7,0.00002669494,0.00001449496,0.00002564318,0.00002277283,0.001358743,0.9980326,0.000002929525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001539171,0.1273203,0.00763273,0.0209002,0.04302678,0.0003855491,0.01250756,0.001157317,0.7855304],"genre_scores_gemma":[0.005098866,0.1651772,0.01031442,0.006435932,0.02073207,0.0002432015,0.008741296,0.0004541113,0.7828029],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1407261,"threshold_uncertainty_score":0.4707755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003900175588309191,"score_gpt":0.215073781329171,"score_spread":0.2111736057408619,"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."}}