{"id":"W2162186175","doi":"10.1093/icesjms/fsr195","title":"Common large-scale responses to climate and fishing across Northwest Atlantic ecosystems","year":2012,"lang":"en","type":"article","venue":"ICES Journal of Marine Science","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography","funders":"","keywords":"Groundfish; Fishing; Trophic level; Climate change; Marine ecosystem; Biomass (ecology); Ecosystem; North Atlantic oscillation; Ecology; Environmental science; Geography; Atlantic multidecadal oscillation; Fishery; Oceanography; Fisheries management; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004501053,0.0001086824,0.0001995348,0.00008745606,0.0004643404,0.0002826253,0.0006817573,0.00002851715,0.0008586871],"category_scores_gemma":[0.0002123382,0.00008315517,0.00003806672,0.0005925799,0.0003391793,0.001723521,0.002427464,0.0002174461,0.00005484798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009520472,"about_ca_system_score_gemma":0.0000223259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001633941,"about_ca_topic_score_gemma":0.006705503,"domain_scores_codex":[0.9978034,0.00007816076,0.0003437296,0.0001834993,0.0008162028,0.0007750202],"domain_scores_gemma":[0.9989194,0.0001319658,0.0001884278,0.0002145008,0.00004316816,0.0005025532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007913545,0.00005185359,0.9822496,0.0000140308,0.000002212068,0.00001449568,0.00115271,0.00001128659,0.001229373,0.000008393929,0.0001473904,0.01503958],"study_design_scores_gemma":[0.0002015491,0.000174034,0.9459535,0.00001531943,0.00000449147,0.0002686564,0.0006195368,0.0003455142,0.0002857923,0.00001688553,0.05199772,0.0001169818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836482,0.00001237399,0.00003034877,0.0004408339,0.0002213148,0.00009008995,0.000007470372,0.0000072516,0.01554212],"genre_scores_gemma":[0.9981337,0.00008293416,0.001234304,0.0001571907,0.0001195929,0.000001846713,7.581212e-7,0.000007033709,0.0002626457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05185033,"threshold_uncertainty_score":0.9402022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01748393181789507,"score_gpt":0.2996388670577318,"score_spread":0.2821549352398367,"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."}}