{"id":"W2730092946","doi":"10.1111/faf.12232","title":"Integrated ecological–economic fisheries models—Evaluation, review and challenges for implementation","year":2017,"lang":"en","type":"article","venue":"Fish and Fisheries","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":155,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"","keywords":"Fishery; Environmental resource management; Fisheries science; Ecology; Geography; Environmental science; Fisheries management; Fishing; 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":[0.06682235,0.001186671,0.003444226,0.006949638,0.000453576,0.005511675,0.004075101,0.002452244,0.002262667],"category_scores_gemma":[0.1386403,0.0009303,0.00339375,0.008357881,0.001473112,0.005426871,0.00239292,0.002840033,0.0005285197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007115592,"about_ca_system_score_gemma":0.02201309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01156388,"about_ca_topic_score_gemma":0.01385493,"domain_scores_codex":[0.9722863,0.01619504,0.003334494,0.0006827344,0.00701209,0.0004894368],"domain_scores_gemma":[0.8524534,0.1028901,0.008794376,0.004361947,0.03025905,0.001241109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000191925,0.000199922,0.001288197,0.06299926,0.001574685,0.0001231264,0.0003476635,0.009607512,0.0002765784,0.03006093,0.03008099,0.8632491],"study_design_scores_gemma":[0.0002211709,0.0009013998,0.006678994,0.4057533,0.005413099,0.0002616277,0.0007968978,0.01953499,0.001142704,0.03649433,0.5226067,0.0001947147],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001678939,0.9757003,0.005821331,0.01132179,0.0008959904,0.0002763346,0.0003172963,0.0001039835,0.003883979],"genre_scores_gemma":[0.03399679,0.9463512,0.015769,0.002031481,0.0004399579,0.0005413144,0.0003596789,0.00004865617,0.0004618436],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06682235,"threshold_uncertainty_score":0.3533946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1256056119031014,"score_gpt":0.3277842079782155,"score_spread":0.2021785960751141,"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."}}