{"id":"W2199134042","doi":"10.2110/palo.2003.p03-118","title":"The Temporal Significance of Bioturbation in Backshore Deposits: Waterside Beach, New Brunswick, Canada","year":2005,"lang":"en","type":"article","venue":"Palaios","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Bioturbation; Geology; Oceanography; Geomorphology; Paleontology; Sediment","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001103602,0.0000581479,0.00007075032,0.00001877671,0.00009098744,0.00002026578,0.0001424877,0.00002823257,0.000321856],"category_scores_gemma":[0.00003466035,0.00003061092,0.0000139853,0.0001579829,0.00002995213,0.0001152776,0.000003935171,0.00006489443,0.00001742879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000605701,"about_ca_system_score_gemma":0.0004568268,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7972428,"about_ca_topic_score_gemma":0.9953312,"domain_scores_codex":[0.9994199,0.00002562743,0.0001852606,0.00008020435,0.0001365378,0.0001524235],"domain_scores_gemma":[0.9996853,0.0001062036,0.00005546419,0.00007755448,0.00002335686,0.00005208909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001209078,0.000003662574,0.9465773,0.00000887411,0.000002892184,9.858643e-7,0.0001433411,0.004884295,0.000008646693,0.0000679255,0.003013582,0.04527644],"study_design_scores_gemma":[0.0001054103,0.00003386361,0.9352497,0.000009761122,0.000002827847,0.000002272952,0.0002086977,0.002701531,0.0008757108,0.0001868806,0.06054912,0.00007418777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864718,0.001570112,0.00009146336,0.004828357,0.0001155459,0.0001730494,0.00001244791,0.00001154485,0.006725735],"genre_scores_gemma":[0.9982443,0.0000482337,0.0004242538,0.0001831133,0.00004096467,3.12948e-7,0.00006428442,7.724846e-7,0.0009937092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1980884,"threshold_uncertainty_score":0.3524098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009755700906788527,"score_gpt":0.1911881974868087,"score_spread":0.1814324965800201,"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."}}