{"id":"W2890084953","doi":"10.1111/fog.12406","title":"Response of Scotian Shelf silver hake (<i>Merluccius bilinearis</i>) to environmental variability","year":2018,"lang":"en","type":"article","venue":"Fisheries Oceanography","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada","keywords":"Hake; Pelagic zone; Fishery; Environmental science; Zooplankton; Fishing; Oceanography; Merluccius; Stock assessment; Habitat; Foraging; Ecology; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003978841,0.0002176886,0.0001598188,0.0002334553,0.0001506901,0.0004518678,0.0001604926,0.0002049158,0.0009080177],"category_scores_gemma":[0.001357624,0.0001220529,0.0002635399,0.0001461134,0.0002515501,0.0001580722,0.000284455,0.0001871855,0.0001298223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006086071,"about_ca_system_score_gemma":0.0002634643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04505862,"about_ca_topic_score_gemma":0.0567149,"domain_scores_codex":[0.9998814,0.0000314383,0.000006007193,0.00004010389,0.00001353954,0.00002753744],"domain_scores_gemma":[0.9993054,0.0002186692,0.0002164275,0.00006261142,0.0000870371,0.0001098014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001795739,0.00003776072,0.9701481,0.00001638399,0.0001259211,0.0001144777,0.00008428212,0.01721216,0.009448266,0.00009804714,0.0001970048,0.002338063],"study_design_scores_gemma":[0.000002985101,0.00008445537,0.971752,0.000002631701,0.00001413704,0.00003162633,0.00009112254,0.02745654,0.0004031406,0.00007212051,0.00008367906,0.000005549898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995822,0.00001061117,0.0001477902,0.00001201979,0.000001030897,0.000001493616,0.0001058345,0.000005555471,0.0001334011],"genre_scores_gemma":[0.9997858,0.000006191695,0.00003216346,0.000004844513,5.586909e-7,0.000001243155,0.00008656938,0.000001292774,0.00008122752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9549414,"threshold_uncertainty_score":0.0895927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008836367599178148,"score_gpt":0.2213231136124179,"score_spread":0.2124867460132397,"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."}}