{"id":"W4367184398","doi":"10.1111/fog.12634","title":"Stage‐specific drivers of Pacific hake (<scp><i>Merluccius productus</i></scp>) recruitment in the California Current Ecosystem","year":2023,"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":"","funders":"National Research Council","keywords":"Pelagic zone; Hake; Fishery; Merluccius; Pacific herring; Merluccius merluccius; Oceanography; Stock assessment; Upwelling; Ichthyoplankton; Pacific decadal oscillation; Marine ecosystem; Biology; Fishing; Clupea; Environmental science; Ecology; Ecosystem; Sea surface temperature; Abundance (ecology); Herring; Fish <Actinopterygii>","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009863141,0.0003009577,0.0003406251,0.0002216683,0.0002343464,0.0001190521,0.0008794319,0.00008975818,0.001390917],"category_scores_gemma":[0.00008137155,0.000227291,0.0002145404,0.003285515,0.0004998262,0.00027805,0.0004149237,0.0003984774,0.0003050371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008855006,"about_ca_system_score_gemma":0.00002754897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000728419,"about_ca_topic_score_gemma":0.0003415423,"domain_scores_codex":[0.9967395,0.0002902724,0.0005444695,0.0006280438,0.001020567,0.0007771574],"domain_scores_gemma":[0.9985898,0.0002109566,0.0001698045,0.0008675597,0.00003041096,0.0001315344],"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":[0.00001890158,0.0001476792,0.8110699,0.0001197782,0.00002286399,0.00002972196,0.003955108,0.00003878043,0.0001144392,0.00006345964,0.1717559,0.01266347],"study_design_scores_gemma":[0.0002789884,0.0001434991,0.1019163,0.0000173496,0.000007144436,0.000002848871,0.006180765,0.00007760684,0.0002641549,0.0001455756,0.8908509,0.000114845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.918717,0.0001111538,0.00001818966,0.0005477856,0.0004733837,0.001656826,0.0003536016,0.0001306395,0.07799146],"genre_scores_gemma":[0.9941095,0.002611131,0.0001705521,0.00007445157,0.0001263713,0.0004645772,0.0002718912,0.00006116126,0.00211042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.719095,"threshold_uncertainty_score":0.999522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04486676548640116,"score_gpt":0.2565346110136183,"score_spread":0.2116678455272171,"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."}}