{"id":"W2528543588","doi":"10.1002/aqc.2712","title":"Fish conservation in freshwater and marine realms: status, threats and management","year":2016,"lang":"en","type":"article","venue":"Aquatic Conservation Marine and Freshwater Ecosystems","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":536,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Threatened species; Overfishing; Habitat; Marine habitats; Ecology; Fish migration; Habitat destruction; Marine reserve; Fishery; Freshwater fish; Marine protected area; Marine conservation; Geography; Biology; Fishing; Fish <Actinopterygii>","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":[0.0004440489,0.00019712,0.0002486392,0.0001018143,0.0001386723,0.00005122825,0.00007002777,0.00006981025,0.001122264],"category_scores_gemma":[0.00002688394,0.0001417672,0.00001434481,0.0001167174,0.0001853383,0.000370325,0.000706364,0.00005431565,0.00004523253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006659402,"about_ca_system_score_gemma":0.000003123614,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03243673,"about_ca_topic_score_gemma":0.8853737,"domain_scores_codex":[0.9986157,0.00009013273,0.0003977369,0.0004345408,0.0001443498,0.0003175678],"domain_scores_gemma":[0.9994566,0.000147058,0.0001089292,0.0002010727,0.000009875059,0.00007642127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003968325,0.00002933145,0.9632418,0.0001074907,0.00004477561,0.00001700321,0.0002002399,5.714528e-7,0.00005611677,0.0006046792,0.02490124,0.01075709],"study_design_scores_gemma":[0.001775232,0.00008508222,0.8527189,0.0000679958,0.00004009947,0.000009197896,0.0001299115,0.007893345,0.00002731969,0.006798213,0.1302152,0.0002395343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791811,0.00002471243,0.0001180514,0.01338151,0.00008810943,0.0006830347,0.00002166415,0.00004089994,0.006460906],"genre_scores_gemma":[0.9772682,0.005113471,0.001594212,0.00466065,0.00003390713,0.0002774676,0.00012563,0.00002554489,0.01090087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.852937,"threshold_uncertainty_score":0.9997908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320061560905521,"score_gpt":0.2106491625564677,"score_spread":0.1974485469474124,"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."}}