{"id":"W2022828225","doi":"10.1098/rsbl.2010.0326","title":"Comparative analysis of marine ecosystems: workshop on predator–prey interactions","year":2010,"lang":"en","type":"article","venue":"Biology Letters","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Oregon State University; National Oceanic and Atmospheric Administration; National Science Foundation","keywords":"Biology; Predation; Predator; Ecosystem; Apex predator; Ecology; Marine ecosystem","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001528594,0.00007917002,0.0002083629,0.0001107145,0.0000475047,0.000008364548,0.0002105821,0.00004954238,0.01956034],"category_scores_gemma":[0.00004155283,0.00006393364,0.00007711667,0.0003960129,0.0002368593,0.00005757087,0.0002133984,0.0002367428,0.0001341172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000311875,"about_ca_system_score_gemma":0.000003055323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006040889,"about_ca_topic_score_gemma":0.01100129,"domain_scores_codex":[0.9992947,0.00009286691,0.0001593208,0.000212171,0.0000798024,0.0001611247],"domain_scores_gemma":[0.9993957,0.0001991193,0.00006688286,0.0002815615,0.000006561105,0.00005012046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000466891,0.0000690626,0.9087975,0.000001928315,0.0003019011,0.000002148648,0.0001642779,0.000107556,0.07905949,0.0001260669,0.007741747,0.003581644],"study_design_scores_gemma":[0.0003396605,0.0001254044,0.6249712,0.000003446155,0.000187298,0.000004158311,0.0001776809,0.007982305,0.003285602,0.00004112246,0.3625852,0.0002970104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9004877,3.451582e-7,0.0001251566,0.0008776117,0.0001582495,0.00009238323,0.00001576613,0.00001187248,0.09823096],"genre_scores_gemma":[0.9985899,0.000003307425,0.0002231893,0.0004480467,0.00003358925,0.00001986565,0.00007342767,0.00000283714,0.0006058422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3548434,"threshold_uncertainty_score":0.9813359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02539108188074039,"score_gpt":0.3042103295658723,"score_spread":0.2788192476851319,"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."}}