{"id":"W4415168196","doi":"10.1144/jgs2025-088","title":"Sulfate reduction and hydrogen sulfide oxidation rates in marine sediments with cryptic sulfur cycling","year":2025,"lang":"en","type":"article","venue":"Journal of the Geological Society","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"Israel Science Foundation","keywords":"Sulfate; Sulfur; Hydrogen sulfide; Sulfur cycle; Sulfide; Pyrite; Cycling","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":[0.0002228184,0.0002874665,0.000119129,0.00100203,0.0002202012,0.0003762532,0.0001633567,0.0002537462,0.0004028622],"category_scores_gemma":[0.0004381461,0.0002097176,0.0001430445,0.0007036062,0.0004470488,0.0002643845,0.0002403604,0.0001586757,0.00009070858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000542432,"about_ca_system_score_gemma":0.0002281233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01956295,"about_ca_topic_score_gemma":0.01902523,"domain_scores_codex":[0.9999051,0.00001200151,0.00001214698,0.00002460624,0.00002251182,0.00002362296],"domain_scores_gemma":[0.9997535,0.00004336194,0.00009941959,0.00001303209,0.00005896289,0.00003172826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004392947,0.00006618016,0.7277452,0.00006952084,0.00005218821,0.0002170815,0.0003620641,0.001313647,0.2657144,0.0001878705,0.00004201306,0.003790547],"study_design_scores_gemma":[0.00001133605,0.0001631122,0.9813805,0.000003475763,0.00001432941,0.000105747,0.0002094496,0.0014241,0.01644665,0.00006059512,0.0001760618,0.000004669302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997433,0.00005707849,0.00003633161,0.000002990391,7.409378e-7,8.45142e-7,0.00003950286,0.000001635126,0.0001176076],"genre_scores_gemma":[0.9997378,0.00003821934,0.00007709645,0.000002658188,6.682369e-7,9.514386e-7,0.00008117135,4.960954e-7,0.00006089131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01956295,"threshold_uncertainty_score":0.03889817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01237386105860085,"score_gpt":0.2475845833870506,"score_spread":0.2352107223284497,"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."}}