{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001156251,0.0002930683,0.0003288058,0.0001485512,0.000253469,0.00006379344,0.0006663693,0.0001472283,0.04755513],"category_scores_gemma":[0.000263696,0.0002765216,0.000211425,0.001081887,0.002023331,0.0003841147,0.0008503533,0.0002156581,0.0004515305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009236379,"about_ca_system_score_gemma":0.00002671912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002254977,"about_ca_topic_score_gemma":0.0001408149,"domain_scores_codex":[0.997102,0.0003397808,0.0004875658,0.0006939413,0.0007383928,0.0006383098],"domain_scores_gemma":[0.9983152,0.0001939231,0.00009975587,0.00101031,0.00002296009,0.0003578502],"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":[0.001045984,0.0002633737,0.9571705,0.00001252798,0.00003233347,0.000006461434,0.001034582,0.000003322653,0.007061827,0.00001159641,0.02791158,0.005445917],"study_design_scores_gemma":[0.0003580872,0.001118405,0.4372254,0.000005550468,0.00001509777,0.000005449752,0.0002480234,0.00008288657,0.008520255,0.0002243272,0.5518473,0.000349229],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9403584,0.000003690826,0.0002953042,0.0006184227,0.0002372905,0.0004623763,0.0001075611,0.00006864592,0.05784829],"genre_scores_gemma":[0.9929631,0.00001185098,0.004059315,0.0007521575,0.00008958115,0.00002698329,0.0000218537,0.00003928046,0.002035825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5239357,"threshold_uncertainty_score":0.9999687,"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."}}