{"id":"W3212026690","doi":"10.1111/gbi.12480","title":"Comparative soft‐tissue preservation in Holocene‐age capelin concretions","year":2021,"lang":"en","type":"article","venue":"Geobiology","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of Graduate Education, Massachusetts Institute of Technology; Simons Foundation","keywords":"Diagenesis; Authigenic; Geology; Carbonate; Taphonomy; Holocene; Geochemistry; Paleontology; Chemistry","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":[0.0001023405,0.0002817089,0.000197755,0.001770827,0.0009130316,0.0006895094,0.0003200071,0.0003133729,0.001294843],"category_scores_gemma":[0.000274219,0.0002372599,0.0001644402,0.0009683943,0.0007688401,0.0002868246,0.0005549304,0.0002079939,0.0002148871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171752,"about_ca_system_score_gemma":0.0004614647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07802811,"about_ca_topic_score_gemma":0.264184,"domain_scores_codex":[0.9998858,0.000004135089,0.000008080961,0.00004848383,0.00002601307,0.00002743263],"domain_scores_gemma":[0.9997981,0.0000122145,0.00007792756,0.00001080368,0.00005659977,0.00004431502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003367944,0.00002496256,0.662145,0.0001161037,0.00008009188,0.001186201,0.003643139,0.000114283,0.3221313,0.0001997177,0.0001842933,0.00983811],"study_design_scores_gemma":[9.332251e-7,0.00001500068,0.9974146,0.000006097941,0.000005600964,0.000139684,0.0004111564,0.00002545261,0.00163004,0.000006897712,0.0003414084,0.000003186206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990201,0.0001607731,0.00004777413,0.000008567726,0.000001844542,0.000005284789,0.0002048972,0.000003433946,0.0005473678],"genre_scores_gemma":[0.9982779,0.0001806772,0.0002784861,0.00002718367,0.000002962025,0.00001247707,0.0003470787,0.000005865022,0.0008673432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07802811,"threshold_uncertainty_score":0.1551479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02715703152406233,"score_gpt":0.269989029989686,"score_spread":0.2428319984656237,"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."}}