{"id":"W2109492025","doi":"10.1038/nature09528","title":"The trophic fingerprint of marine fisheries","year":2010,"lang":"en","type":"article","venue":"Nature","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":361,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; University of British Columbia","funders":"","keywords":"Trophic level; Fishing; Marine ecosystem; Trophic cascade; Biodiversity; Fishery; Apex predator; Ecosystem; Stock assessment; Environmental science; Ecology; Plankton; Marine protected area; Food web; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000161525,0.00005198824,0.00005586469,0.000006996773,0.000103736,0.00002315012,0.0003214227,0.0002703641,0.01234218],"category_scores_gemma":[0.0001685064,0.00003115904,0.0000319839,0.0001229162,0.0002671574,0.00005391085,0.0004549345,0.001604946,0.00003902853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009196448,"about_ca_system_score_gemma":0.000006698713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002140019,"about_ca_topic_score_gemma":0.00103056,"domain_scores_codex":[0.9994109,0.0000133259,0.00007854444,0.0001045624,0.0002462649,0.0001463929],"domain_scores_gemma":[0.999584,0.00005866585,0.00002575626,0.0002852787,0.00000973041,0.00003655073],"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":[0.00005652375,0.00003685888,0.6417498,0.000008360903,0.000008877831,0.000005946527,0.00009734729,0.000001781586,0.01571973,0.00218105,0.02212203,0.3180117],"study_design_scores_gemma":[0.00005509064,0.00002214631,0.2602077,3.257935e-7,0.000001111302,0.000002596706,0.00001245508,0.00006286991,0.00129748,0.0012379,0.7370613,0.00003907138],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5653779,0.000006176177,0.000001580348,0.003177369,0.0001793053,0.0000666448,0.000001334564,0.00001073418,0.431179],"genre_scores_gemma":[0.9890217,0.0000389156,0.0004197005,0.0001709944,0.00005368856,0.000006841677,0.000001885942,0.000005768694,0.01028052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7149393,"threshold_uncertainty_score":0.9885607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004581272753417409,"score_gpt":0.2254003720601319,"score_spread":0.2208190993067145,"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."}}