{"id":"W4399469458","doi":"10.1017/ext.2024.12.pr2","title":"Recommendation: The extinct marine megafauna of the Phanerozoic — R0/PR2","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Megafauna; Phanerozoic; Paleontology; Geology; Oceanography; Environmental science; Geography; Structural basin; 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":[0.003684097,0.0008646075,0.001854423,0.002449826,0.001322729,0.003145251,0.003556269,0.01426308,0.3358999],"category_scores_gemma":[0.04297814,0.0008192491,0.002227125,0.002839025,0.0008940609,0.004882291,0.002123873,0.004464827,0.3066396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001580208,"about_ca_system_score_gemma":0.007441245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02043285,"about_ca_topic_score_gemma":0.02386728,"domain_scores_codex":[0.9975809,0.0003360628,0.0004507485,0.0002657476,0.0009738359,0.0003927661],"domain_scores_gemma":[0.9414374,0.005741783,0.00278186,0.002860819,0.04145489,0.005723201],"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":[0.00003792869,0.00001769825,0.0003055987,0.0005966065,0.000005794988,0.00001639665,0.00000931528,0.00001532507,0.00007095602,0.0001118877,0.9921587,0.006653707],"study_design_scores_gemma":[0.0005205608,0.00005946042,0.009480118,0.002144581,0.00003776393,0.00008791596,0.0001776559,0.000105451,0.0002580662,0.001253462,0.9858177,0.00005716618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.00253072,0.004068783,0.003900855,0.2467733,0.1063041,0.01093529,0.3405479,0.006675894,0.278263],"genre_scores_gemma":[0.01118945,0.006524991,0.01605576,0.3329536,0.0347158,0.0154523,0.1561971,0.002497976,0.424413],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3358999,"threshold_uncertainty_score":0.9472581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02668349786560236,"score_gpt":0.2848208078631573,"score_spread":0.258137309997555,"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."}}