{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004488176,0.000406982,0.0002271614,0.001531445,0.0004910128,0.0009669911,0.0004832068,0.0002129064,0.01141451],"category_scores_gemma":[0.001214572,0.0001721538,0.0005913317,0.00149426,0.0006778532,0.001129942,0.001015185,0.0002533556,0.002270992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001134326,"about_ca_system_score_gemma":0.0007521445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03216938,"about_ca_topic_score_gemma":0.08117443,"domain_scores_codex":[0.9996319,0.00002934669,0.00004563402,0.0001038505,0.0001066311,0.00008263223],"domain_scores_gemma":[0.9994537,0.00004602392,0.0002217076,0.00007255586,0.0001516408,0.00005433479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000200966,0.00004265491,0.8426398,0.0005052563,0.0002922037,0.0002471182,0.0008218865,0.001175378,0.01553596,0.01089483,0.005666192,0.1219778],"study_design_scores_gemma":[0.000007494534,0.00006869357,0.936796,0.0001841613,0.00008218182,0.0003174696,0.001089698,0.0005628387,0.005372155,0.00240717,0.05308536,0.00002681611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9062299,0.002137656,0.01049929,0.0006538305,0.0001064511,0.00008768331,0.01079959,0.000195121,0.06929062],"genre_scores_gemma":[0.9751899,0.001104387,0.005795161,0.0002024573,0.00001785588,0.00005989251,0.00469983,0.00004805569,0.01288247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03216938,"threshold_uncertainty_score":0.06396425,"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."}}