{"id":"W2125184735","doi":"10.1111/j.1472-4669.2007.00109.x","title":"An isotopic and geochemical study of carbonate‐clay mineralization in basaltic caves: abiotic versus microbial processes","year":2007,"lang":"en","type":"article","venue":"Geobiology","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Space Agency; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Carbonate; Geology; Magnesite; Aragonite; Calcite; Mineralization (soil science); Geochemistry; Carbonate minerals; Stable isotope ratio; Dissolved organic carbon; Mineralogy; Environmental chemistry; Cave; Chemistry; Oceanography; Ecology; Soil water","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001705936,0.0001042099,0.000170772,0.0000697564,0.00002948439,0.00001044291,0.0001187711,0.0001064158,0.000100798],"category_scores_gemma":[0.00004415594,0.00008825855,0.00001030935,0.0001513709,0.00009034546,0.00006696695,0.00001117967,0.00008277171,0.000004401951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004361231,"about_ca_system_score_gemma":0.00003210605,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005331844,"about_ca_topic_score_gemma":0.0308798,"domain_scores_codex":[0.9991636,0.0000447232,0.0002342546,0.0002498109,0.00005249014,0.0002551546],"domain_scores_gemma":[0.999644,0.00009139294,0.0000493667,0.0001186428,0.00003866288,0.00005787258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001916927,0.0001037042,0.9751754,0.00005943587,0.000009086482,0.00001164523,0.001447176,0.00007021533,0.02219857,0.000001391262,0.000006774494,0.0007248749],"study_design_scores_gemma":[0.002530291,0.001317896,0.9733533,0.00001578258,0.00002504425,0.0000296342,0.002745223,0.0006681541,0.01886394,0.00009445693,0.0001143369,0.0002419961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989943,0.000204643,0.000005603084,0.00001583506,0.0001571599,0.0001689784,0.00001157272,0.00001194836,0.0004299871],"genre_scores_gemma":[0.9996553,0.00000908106,0.00005252204,0.00002667984,0.00005702959,7.54096e-7,0.0001746178,0.000002109519,0.00002190122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02554796,"threshold_uncertainty_score":0.9868041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01113755985199958,"score_gpt":0.2373981640450719,"score_spread":0.2262606041930723,"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."}}