{"id":"W4411148148","doi":"10.1130/abs/2025rm-410329","title":"A NEW MICROVERTEBRATE ASSEMBLAGE FROM THE WILLIAMS FORK FORMATION (CAMPANIAN - MAASTRICHTIAN) OF COLORADO AND EVIDENCE FOR DISCRETE CLIMATE/FAUNAL ZONES ACROSS LARAMIDIA DURING THE ‘EDMONTONIAN’","year":2025,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Paleontology and Stratigraphy of Fossils","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Tyrrell Museum","funders":"","keywords":"Fork (system call); Assemblage (archaeology); Geology; Faunal assemblage; Paleontology; Oceanography; Ecology; Fauna; Biology; Computer science","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":[0.0001970837,0.0002122394,0.0002683925,0.002188275,0.002104312,0.0007935374,0.0005089321,0.0003883859,0.002593181],"category_scores_gemma":[0.0004806964,0.0002484216,0.0001727695,0.001156871,0.0009682873,0.0004421672,0.000801141,0.000265202,0.0004001104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001189084,"about_ca_system_score_gemma":0.0008187586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.24874,"about_ca_topic_score_gemma":0.6286245,"domain_scores_codex":[0.9998043,0.000009103159,0.00001286808,0.00009426452,0.00002810953,0.00005133497],"domain_scores_gemma":[0.9996722,0.00003202599,0.0000894118,0.00002357626,0.0001218514,0.00006105816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002880678,0.0000413804,0.9093949,0.00006990928,0.00005877029,0.0005928201,0.01295798,0.0001226589,0.04713761,0.0004423108,0.0003983514,0.02849523],"study_design_scores_gemma":[0.000002544315,0.00001918318,0.9962705,0.00001135528,0.000008594512,0.0002193159,0.001208443,0.000085853,0.0002467427,0.00002144275,0.001903325,0.000002749715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972144,0.000132368,0.0001387757,0.00001991528,0.000004051192,0.000008357227,0.0001327956,0.000005541402,0.002343932],"genre_scores_gemma":[0.9982873,0.0000760214,0.0004088311,0.00001824145,0.000004793148,0.000008189033,0.0003162569,0.000007568484,0.0008727732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.24874,"threshold_uncertainty_score":0.4945844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02009203746199965,"score_gpt":0.2629934643471658,"score_spread":0.2429014268851661,"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."}}