{"id":"W4413582896","doi":"10.64628/aam.udhuuexyg","title":"When two ecosystems collided, ichthyosaurs re-evolved the ability to consume large prey","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Paleontology and Evolutionary Biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Predation; Ecosystem; Computer science; Biology; Ecology","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":[0.0007674061,0.0007963425,0.001072693,0.0006949204,0.001432022,0.002750601,0.0007263872,0.001996459,0.006912698],"category_scores_gemma":[0.002759229,0.0008553524,0.001114586,0.0004221904,0.002266781,0.002174908,0.007142319,0.002167246,0.001484296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008993475,"about_ca_system_score_gemma":0.0008163343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002747298,"about_ca_topic_score_gemma":0.005612444,"domain_scores_codex":[0.9993783,0.00005942588,0.00004736972,0.0001710645,0.0001170436,0.0002267774],"domain_scores_gemma":[0.9987543,0.0001575474,0.000242643,0.0002476841,0.0001273949,0.0004704196],"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":[0.001848852,0.0001791006,0.3177283,0.001150416,0.0012215,0.01642124,0.01138322,0.006513522,0.5118309,0.03479854,0.005195433,0.09172907],"study_design_scores_gemma":[0.0002242437,0.00185167,0.7727008,0.0003949105,0.0007550605,0.01527799,0.0219943,0.0137408,0.05316997,0.07771659,0.04167162,0.000502135],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874986,0.0002375392,0.004108815,0.0005401396,0.0001092061,0.00002525158,0.00009756075,0.00006380246,0.007319112],"genre_scores_gemma":[0.9914909,0.0001107264,0.003172826,0.000355572,0.00002529528,0.00004112686,0.0001811019,0.00003585179,0.004586723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006912698,"threshold_uncertainty_score":0.02312529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02796185192171986,"score_gpt":0.2625086107254594,"score_spread":0.2345467588037395,"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."}}