{"id":"W175458475","doi":"10.1016/b978-0-444-53000-4.00009-3","title":"Early Diagenesis of Deep-Sea Sediments","year":2010,"lang":"en","type":"book-chapter","venue":"Developments in sedimentology","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":116,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Diagenesis; Geology; Oceanography; Paleontology; Geochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003951575,0.0005074001,0.0007369259,0.0002703431,0.00007271637,0.000008737098,0.0005481559,0.001021934,0.01615342],"category_scores_gemma":[0.00001849303,0.0004820923,0.0001096611,0.0001226691,0.0004282429,0.00008843603,0.0005681213,0.0007672065,0.001802101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002606554,"about_ca_system_score_gemma":0.00004896461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002099365,"about_ca_topic_score_gemma":0.0001774902,"domain_scores_codex":[0.997136,0.00005030212,0.0009273465,0.000740452,0.0005729179,0.0005729856],"domain_scores_gemma":[0.9987339,0.00009042106,0.0005034562,0.0004722569,0.00001912505,0.0001808747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007835362,0.001701117,0.5917287,0.0005044858,0.003230182,0.001605908,0.0143648,0.0005600615,0.03143106,0.03414705,0.005204394,0.3147386],"study_design_scores_gemma":[0.003882914,0.0003342397,0.1613753,0.0002761389,0.000265103,0.00005847307,0.0000365444,0.00004932725,0.01030617,0.02433603,0.7964728,0.002606933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1080127,0.0003589386,0.00004748051,0.00006177797,0.001636815,0.0006586742,0.00002363457,0.00003755188,0.8891624],"genre_scores_gemma":[0.2050973,0.001137094,0.03095828,0.0009899968,0.0001771402,0.000174881,0.0004226837,0.0003644266,0.7606782],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7912685,"threshold_uncertainty_score":0.9997631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01046253694932251,"score_gpt":0.2193222285707626,"score_spread":0.2088596916214401,"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."}}