{"id":"W4399374018","doi":"10.1017/ext.2024.12.pr5","title":"Recommendation: The extinct marine megafauna of the Phanerozoic — R1/PR5","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Cephalopods and Marine Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Megafauna; Phanerozoic; Paleontology; Geology; Geography; Biology; Cenozoic","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003616756,0.0008145723,0.001888728,0.002486598,0.001375294,0.003041345,0.003854829,0.01460604,0.3262285],"category_scores_gemma":[0.04311343,0.0007996176,0.002375581,0.00270494,0.0009177112,0.00488354,0.002213442,0.004753372,0.2729006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001734436,"about_ca_system_score_gemma":0.008142962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02195654,"about_ca_topic_score_gemma":0.02561458,"domain_scores_codex":[0.997424,0.0003476643,0.0004964281,0.0002683446,0.001056936,0.0004066406],"domain_scores_gemma":[0.9416355,0.005670705,0.002956297,0.002544405,0.04145299,0.005740188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003915768,0.00002131686,0.0003272463,0.0007422249,0.000007082595,0.0000173484,0.00001023501,0.00001828269,0.00006956268,0.0001300862,0.990212,0.008405422],"study_design_scores_gemma":[0.0005455518,0.00006800031,0.01011438,0.002707825,0.00004329417,0.0000830491,0.0001890307,0.000102252,0.0002332455,0.001251015,0.9846031,0.00005916958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.002509179,0.005380915,0.003894652,0.2715508,0.1197942,0.01147354,0.3186739,0.005455043,0.2612678],"genre_scores_gemma":[0.012351,0.008509029,0.01698148,0.3595421,0.03834037,0.0155395,0.153551,0.001906735,0.3932788],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3262285,"threshold_uncertainty_score":0.9610533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03020486475827875,"score_gpt":0.2705789764696928,"score_spread":0.2403741117114141,"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."}}