{"id":"W4405592237","doi":"10.31130/ud-jst.2024.561e","title":"Modelling of sediment diagenesis and its linkage with the water column. the case study of bay of quinte, Canada","year":2024,"lang":"en","type":"article","venue":"The University of Danang - Journal of Science and Technology","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diagenesis; Bay; Water column; Linkage (software); Sediment; Column (typography); Geology; Oceanography; Environmental science; Geochemistry; Geomorphology; Chemistry; Engineering; Connection (principal bundle)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001830516,0.0006015541,0.0002193004,0.0003954014,0.000820988,0.001021367,0.0007843882,0.0006846283,0.001316829],"category_scores_gemma":[0.0005971618,0.0002834298,0.0003938385,0.0005520599,0.0004566499,0.000275144,0.0004962698,0.0003041177,0.0001016449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005135232,"about_ca_system_score_gemma":0.005300077,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8924291,"about_ca_topic_score_gemma":0.8701133,"domain_scores_codex":[0.9999328,0.00001437827,0.000003979739,0.00001817714,0.00001187501,0.00001878624],"domain_scores_gemma":[0.9998363,0.00005776826,0.00002285482,0.000006825449,0.00005450659,0.00002164348],"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":[0.00005291507,0.00004180569,0.03835415,0.00005617941,0.00004455097,0.000216313,0.0001017588,0.9524488,0.002562643,0.001345651,0.0004153201,0.004359912],"study_design_scores_gemma":[0.00002120945,0.00003716259,0.01564723,0.000008681766,0.00002260848,0.00003411936,0.0001691946,0.9818214,0.0005215823,0.0002939157,0.001409272,0.00001372813],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832088,0.0003932427,0.007558953,0.0002722291,0.00002192852,0.0000606657,0.001220505,0.0001179794,0.007145737],"genre_scores_gemma":[0.9935777,0.0001922337,0.003159166,0.00002059476,0.000002714434,0.00002094071,0.000270559,0.00001469384,0.002741271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1075709,"threshold_uncertainty_score":0.2164087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191814254546734,"score_gpt":0.1659208589351977,"score_spread":0.1540027163897304,"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."}}