{"id":"W4399372167","doi":"10.1017/ext.2024.12.pr8","title":"Recommendation: The extinct marine megafauna of the Phanerozoic — R2/PR8","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; Biology; Environmental science; Geology; Oceanography; Geography; Pleistocene","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":[0.003446453,0.0008401061,0.001835468,0.002437931,0.001312683,0.003124084,0.003559775,0.01417205,0.3631938],"category_scores_gemma":[0.04206854,0.000802712,0.002160747,0.002861254,0.0008503246,0.004598002,0.002134663,0.004320009,0.3292188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001565627,"about_ca_system_score_gemma":0.007085145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02094896,"about_ca_topic_score_gemma":0.02538792,"domain_scores_codex":[0.9975654,0.000333052,0.0004502633,0.0002653801,0.0009916004,0.0003944438],"domain_scores_gemma":[0.944384,0.005584196,0.002773868,0.002754509,0.03906002,0.005443519],"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":[0.00003573465,0.00001710119,0.0002602945,0.0005433739,0.000005375926,0.00001625495,0.000008227869,0.00001451031,0.00006916496,0.0001002358,0.9925886,0.006340984],"study_design_scores_gemma":[0.0004975088,0.00005386156,0.007565043,0.001967189,0.00003300725,0.00007501022,0.0001473033,0.00009775726,0.0002267034,0.001115619,0.9881693,0.0000517555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.002312338,0.003861414,0.003828775,0.2410655,0.1003681,0.01080447,0.3394421,0.007433548,0.2908839],"genre_scores_gemma":[0.009952496,0.005836084,0.01501041,0.319069,0.03264386,0.01526458,0.1546061,0.002680771,0.4449368],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3631938,"threshold_uncertainty_score":0.9083267,"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."}}