{"id":"W2588879123","doi":"10.1111/faf.12209","title":"Most fish destined for fishmeal production are food‐grade fish","year":2017,"lang":"en","type":"article","venue":"Fish and Fisheries","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":266,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"Allen Foundation; Oak Foundation; Paul G. Allen Family Foundation; Rockefeller Foundation","keywords":"Fish meal; Fishery; Fishing; Fish <Actinopterygii>; Fish oil; Commercial fish feed; Aquaculture; Business; Biology","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002526442,0.0002500702,0.0002793169,0.00002981549,0.001370319,0.0006016684,0.0005035551,0.0001550377,0.001866761],"category_scores_gemma":[0.00112198,0.0002393614,0.00006780574,0.0001121503,0.0007345377,0.0009795845,0.0005285079,0.0002206612,0.00001062358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004513763,"about_ca_system_score_gemma":0.00002204238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004961006,"about_ca_topic_score_gemma":0.01250454,"domain_scores_codex":[0.9982001,0.00003344086,0.0002532701,0.0006171816,0.0003301093,0.0005659634],"domain_scores_gemma":[0.9987829,0.00006394419,0.0001927589,0.0006954608,0.00005041818,0.0002144952],"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":[0.0001049732,0.00005792722,0.4748994,0.00006531562,0.00001914055,0.000006022032,0.0001721648,0.000001429347,0.00009396143,0.00001894359,0.5008808,0.02368],"study_design_scores_gemma":[0.0004711123,0.0002952469,0.4138497,0.0000119215,0.00001433565,0.00001519359,0.0002029046,0.000126137,0.0006116361,0.000550023,0.5835727,0.0002790139],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7555213,0.000006538452,0.0001103226,0.06673789,0.0008603117,0.001361159,0.0004601651,0.0001924604,0.1747499],"genre_scores_gemma":[0.9489762,0.0002544448,0.001689609,0.005477396,0.001108025,0.0005877084,0.0002628584,0.00009609318,0.04154763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1934549,"threshold_uncertainty_score":0.9999298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0372958505774261,"score_gpt":0.2533612103134496,"score_spread":0.2160653597360235,"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."}}