{"id":"W4415260273","doi":"10.2110/palo.2025.001","title":"NEOICHNOLOGICAL EXPRESSIONS OF SALINITY VARIABILITY: TESTING ICHNOLOGICAL PROXIES IN THE GIRONDE ESTUARY AND ARCACHON BAY, FRANCE","year":2025,"lang":"en","type":"article","venue":"Palaios","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Simon Fraser University","funders":"","keywords":"Estuary; Bay; Salinity; Trace fossil; Sampling (signal processing); Turbidity; Sedimentary rock","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":[0.0005157209,0.0002174855,0.0002147978,0.001402265,0.0002750354,0.0006527848,0.0002535332,0.0002011685,0.000654838],"category_scores_gemma":[0.001245785,0.0000844292,0.0001912625,0.000849064,0.0004597262,0.0003849009,0.0007404378,0.0001506378,0.0001304057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007579416,"about_ca_system_score_gemma":0.000440403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07351299,"about_ca_topic_score_gemma":0.1190787,"domain_scores_codex":[0.9996741,0.0000883654,0.0000271685,0.00008313552,0.00008533247,0.00004188729],"domain_scores_gemma":[0.9991658,0.0001932035,0.0002132244,0.00005651992,0.0002600455,0.0001113238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004842004,0.00001383031,0.9937527,0.000006396094,0.00002529169,0.00006994323,0.0003406963,0.0003637954,0.001018891,0.00006045149,0.00005642544,0.004243204],"study_design_scores_gemma":[0.000001421031,0.00001891455,0.9990855,0.000002329614,0.00000207686,0.00002015226,0.0002437964,0.0003697622,0.00008404697,0.00001413323,0.0001558462,0.00000196814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991086,0.00004104366,0.00008601049,0.000008541912,0.000001704493,0.000002706527,0.0001143524,0.000004899448,0.0006321965],"genre_scores_gemma":[0.9994635,0.00002092696,0.0001105541,0.000006711074,0.000002016847,0.000004279575,0.0002074553,0.000001477118,0.000183085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07351299,"threshold_uncertainty_score":0.1461701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02183893197448093,"score_gpt":0.2383000672371151,"score_spread":0.2164611352626342,"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."}}