{"id":"W4319871166","doi":"10.58809/ccrx4666","title":"Ecological Controls on the Campanian Distribution of Hesperornis (Aves: Hesperornithiformes) in the Western Interior Seaway","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Evolution and Paleontology Studies","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Directorate for Biological Sciences; Southern Methodist University; Society for Integrative and Comparative Biology (SICB)","keywords":"Ecology; Occupancy; Predation; Habitat; Invertebrate; Vertebrate; Taxon; Generalized additive model; Paleoecology; Geography; Biological dispersal; Fauna; Outcrop; Geology; Biology; Paleontology; Population","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006123757,0.0002496036,0.0004398536,0.00005056887,0.000230279,0.00005474374,0.0004032289,0.0002704574,0.002073086],"category_scores_gemma":[0.0002803635,0.0001133289,0.0001639125,0.0002059612,0.0001779104,0.00005464705,0.000007079563,0.0005077782,0.0001565748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001115928,"about_ca_system_score_gemma":0.00008629447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001073238,"about_ca_topic_score_gemma":0.5430481,"domain_scores_codex":[0.9981356,0.0005262319,0.0004473467,0.0002922917,0.0003077268,0.0002908315],"domain_scores_gemma":[0.9982384,0.001174478,0.0002042492,0.0002590567,0.00008512493,0.00003869165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002636322,0.00007338315,0.9902338,0.0000528111,0.00009604714,0.00002763725,0.003652925,0.00003063231,0.000006985339,0.0008334054,0.002856488,0.00187224],"study_design_scores_gemma":[0.0002308428,0.0002286012,0.9750926,0.00008307563,0.0000340292,0.000007907046,0.01782911,0.00008945061,0.00002556271,0.0000790247,0.006160562,0.000139273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9437416,0.0007301103,0.000007583998,0.002467689,0.0004669004,0.0004670164,0.000257873,0.00001735564,0.05184392],"genre_scores_gemma":[0.9928881,0.0002327536,0.000006454008,0.001249832,0.00006379105,0.00001572881,0.002188866,0.000002630869,0.003351879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5419749,"threshold_uncertainty_score":0.9988391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02402130412030651,"score_gpt":0.2568840616648459,"score_spread":0.2328627575445394,"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."}}