{"id":"W1988795078","doi":"10.2110/palo.2010.p10-140r","title":"A SURROGATE APPROACH TO STUDYING THE CHEMICAL REACTIVITY OF BURROW MUCOUS LININGS IN MARINE SEDIMENTS","year":2011,"lang":"en","type":"article","venue":"Palaios","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Burrow; Reactivity (psychology); Geology; Ecology; Oceanography; Biology; Paleontology; Medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001501256,0.0002714013,0.0001322046,0.0001611882,0.0001062932,0.0001983197,0.0001873996,0.000230961,0.0007830003],"category_scores_gemma":[0.0001501284,0.00007883953,0.0001469857,0.0001578511,0.0001311022,0.0001080091,0.0001850076,0.0002247144,0.0001216218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001175382,"about_ca_system_score_gemma":0.00008804177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007157585,"about_ca_topic_score_gemma":0.0006730176,"domain_scores_codex":[0.999918,0.00001812327,0.000003386878,0.00002062941,0.00002857764,0.000011256],"domain_scores_gemma":[0.9999273,0.00001850678,0.00002832024,0.000006528936,0.00001131097,0.00000792586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003883675,0.00001333707,0.001346776,0.00004867352,0.000006320722,0.00002178914,0.00001598664,0.0003814989,0.9971571,0.00007355379,0.00001125609,0.0008849128],"study_design_scores_gemma":[0.00001137894,0.001010331,0.02089764,0.00001270879,0.00002294943,0.00009798531,0.0001355084,0.01175945,0.9638216,0.0001312399,0.00208865,0.00001058538],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945351,0.0002618776,0.004127604,0.00001246874,0.000006312379,0.00002059676,0.0001604026,0.00001597779,0.0008596122],"genre_scores_gemma":[0.9929252,0.000392672,0.00528742,0.00001914449,0.000003047404,0.00003616034,0.0002006207,0.000005417669,0.001130437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007830003,"threshold_uncertainty_score":0.002619386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06301734810867768,"score_gpt":0.2472255582757412,"score_spread":0.1842082101670635,"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."}}