{"id":"W4412465892","doi":"10.3389/fevo.2025.1587171","title":"Trophic cascades and top-down control: found at sea","year":2025,"lang":"en","type":"article","venue":"Frontiers in Ecology and Evolution","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Trophic level; Trophic cascade; Environmental science; Ecology; Oceanography; Biology; Geology; Food web","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000181003,0.00006219238,0.0001191184,0.00006204546,0.0001585209,0.000009977916,0.00005662151,0.000114731,0.0002677348],"category_scores_gemma":[0.0000501051,0.00005931692,0.00001225481,0.0001189583,0.000374542,0.0001009909,0.0001525658,0.0001162398,0.000008306841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002633771,"about_ca_system_score_gemma":0.000009914031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003631141,"about_ca_topic_score_gemma":0.001491225,"domain_scores_codex":[0.9993733,0.00006864715,0.00009640155,0.0001971784,0.00005302524,0.0002114597],"domain_scores_gemma":[0.9998317,0.00003293031,0.0000166125,0.00007698727,0.000003265693,0.00003846829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001046614,0.00001532576,0.9801933,0.000007902652,0.000008945893,0.000004912592,0.00003810825,0.00002325033,0.00004554805,0.0001825239,0.01285202,0.006523478],"study_design_scores_gemma":[0.000632127,0.00005923019,0.9666147,0.000001487678,0.000007253823,0.000005389614,0.00006580894,0.006137086,0.000004333125,0.004134437,0.02228336,0.00005481933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656269,0.0002294274,0.0008675951,0.0009895517,0.0002860801,0.0001566952,0.00000248845,0.000009704702,0.03183155],"genre_scores_gemma":[0.993287,0.0002143953,0.0003627712,0.000194304,0.00001295904,0.00002213892,0.000002802833,0.000002348398,0.005901252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02766012,"threshold_uncertainty_score":0.2931509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003499880824101041,"score_gpt":0.2085333962872545,"score_spread":0.2050335154631535,"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."}}