{"id":"W4413963521","doi":"10.1146/annurev-ecolsys-102723-054842","title":"Ocean Giants Through Time: Evolution and Ecology Intertwined","year":2025,"lang":"en","type":"article","venue":"Annual Review of Ecology Evolution and Systematics","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Ecology; Deep time; Evolutionary ecology; Geography; Biology; Evolutionary biology; Paleontology","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":[0.0009848361,0.0002071573,0.0004188766,0.001490618,0.0006088075,0.001574673,0.0003719346,0.0008898024,0.001213668],"category_scores_gemma":[0.001673703,0.0002415949,0.0001504552,0.001715703,0.003210596,0.001888153,0.001191977,0.0007716056,0.0002086818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006333306,"about_ca_system_score_gemma":0.0004517066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002854652,"about_ca_topic_score_gemma":0.006968948,"domain_scores_codex":[0.9997904,0.00006039978,0.00001493227,0.00006693831,0.00003870218,0.00002870498],"domain_scores_gemma":[0.9991671,0.0003035732,0.0002715676,0.00003651259,0.0001003417,0.000120969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002285836,0.00005848427,0.197711,0.001763356,0.0004376007,0.0009642458,0.015889,0.0006593639,0.008676914,0.04115268,0.00907903,0.7233797],"study_design_scores_gemma":[0.00002660946,0.0002466829,0.7065323,0.001847664,0.0003458929,0.002670337,0.01093451,0.0004790082,0.0006474523,0.05786589,0.2182921,0.0001114871],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4109584,0.5575947,0.002946609,0.0172466,0.0003262179,0.00002789245,0.000379949,0.00008305568,0.01043661],"genre_scores_gemma":[0.5695764,0.4177057,0.003396056,0.004808799,0.0004288325,0.00004662315,0.0002769174,0.00004223422,0.0037184],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002854652,"threshold_uncertainty_score":0.005676031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007054921084105607,"score_gpt":0.2535597557717526,"score_spread":0.246504834687647,"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."}}