{"id":"W3159449035","doi":"10.1111/faf.12549","title":"Important questions to progress science and sustainable management of anguillid eels","year":2021,"lang":"en","type":"article","venue":"Fish and Fisheries","topic":"Reproductive biology and impacts on aquatic species","field":"Biochemistry, Genetics and Molecular Biology","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Queen's University","funders":"Région Occitanie Pyrénées-Méditerranée; Ministère de l'Agriculture et de l'Alimentation; Natural Environment Research Council; Austrian Science Fund","keywords":"Fishery; Geography; Ecology; 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":[0.01278083,0.0005332377,0.0006877263,0.001742755,0.001968305,0.006971457,0.001014403,0.004449054,0.004468206],"category_scores_gemma":[0.01001746,0.0002918836,0.0006618349,0.00194492,0.003348378,0.008053169,0.002614791,0.004262428,0.0009823345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004076219,"about_ca_system_score_gemma":0.0141658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007011358,"about_ca_topic_score_gemma":0.01164708,"domain_scores_codex":[0.9973469,0.001231869,0.0002393994,0.0002983513,0.0004770583,0.0004062592],"domain_scores_gemma":[0.9843339,0.007696546,0.001304979,0.000343737,0.004238287,0.002082574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001804261,0.000439121,0.02870212,0.01535108,0.0002140603,0.001226131,0.01679778,0.002844403,0.006706069,0.07967015,0.2712581,0.5766105],"study_design_scores_gemma":[0.00001507576,0.0001897718,0.01827361,0.009388817,0.00006922071,0.0003244636,0.03264369,0.0007879816,0.0006742459,0.07256494,0.8649893,0.00007901771],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01962615,0.3066573,0.003672445,0.6473597,0.005705483,0.00008184983,0.0004591296,0.00007210311,0.01636596],"genre_scores_gemma":[0.31419,0.5313897,0.02216101,0.108851,0.01137924,0.0002853658,0.0007336978,0.00004875988,0.01096118],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01278083,"threshold_uncertainty_score":0.06759232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00799568042603746,"score_gpt":0.252007386312222,"score_spread":0.2440117058861845,"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."}}