{"id":"W2156695268","doi":"10.1111/faf.12004","title":"The global contribution of forage fish to marine fisheries and ecosystems","year":2012,"lang":"en","type":"article","venue":"Fish and Fisheries","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":437,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Stony Brook University; University of British Columbia","keywords":"Forage fish; Forage; Fishery; Marine ecosystem; Ecosystem; Predation; Ecosystem-based management; Fisheries management; Predatory fish; Biology; Ecology; Fish <Actinopterygii>; Geography; Fishing","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003936356,0.0001527428,0.0002102335,0.00001194881,0.0003255615,0.0001458773,0.0001740834,0.00008063378,0.001528747],"category_scores_gemma":[0.0002264191,0.0001124321,0.00003506842,0.0002108249,0.0004172014,0.0004873646,0.0007377532,0.00009694709,0.000009766541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005839154,"about_ca_system_score_gemma":0.000007866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001145342,"about_ca_topic_score_gemma":0.006620591,"domain_scores_codex":[0.9987372,0.0000613775,0.0002480661,0.0002024348,0.000267579,0.0004834086],"domain_scores_gemma":[0.9993288,0.00009917944,0.00006654145,0.0002324707,0.00002602244,0.0002469811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009563709,0.00002194938,0.9181686,0.00001997571,0.00001342991,0.000001226369,0.0002081221,9.617859e-8,0.00002393285,0.000429671,0.04057748,0.04043989],"study_design_scores_gemma":[0.0001597827,0.000104924,0.430746,0.000002890546,0.000005764242,0.00001267969,0.0002137951,0.00003445588,0.00008106892,0.0002823206,0.5682589,0.00009738763],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8497381,0.00003589241,0.00008785491,0.005900399,0.0002158152,0.0004115582,0.0001159302,0.00003363487,0.1434608],"genre_scores_gemma":[0.9966691,0.000250462,0.0001340221,0.000693779,0.0001048867,0.00005736084,0.00003275065,0.00001082578,0.002046863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5276814,"threshold_uncertainty_score":0.999384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009194371783654969,"score_gpt":0.2221129236254007,"score_spread":0.2129185518417457,"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."}}