{"id":"W4298145804","doi":"10.1111/faf.12708","title":"Non‐stationary effects of multiple drivers on the dynamics of Japanese sardine (<i>Sardinops melanostictus</i>, Clupeidae)","year":2022,"lang":"en","type":"article","venue":"Fish and Fisheries","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"National Natural Science Foundation of China","keywords":"Sardine; Clupeidae; Fishing; Population; Fishery; Pelagic zone; Density dependence; Biology; Environmental science; Ecology; Geography; Fish <Actinopterygii>; Demography","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":[0.000582566,0.0003686276,0.00027746,0.0004065884,0.0003171884,0.0006169342,0.0003634447,0.0003329694,0.001200532],"category_scores_gemma":[0.001231479,0.0001807545,0.0009783794,0.0002800764,0.0003937349,0.0004418014,0.0006189145,0.0003911339,0.0001200444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006322683,"about_ca_system_score_gemma":0.0004973993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02945885,"about_ca_topic_score_gemma":0.03742012,"domain_scores_codex":[0.9997911,0.0000566463,0.00001597316,0.00007283122,0.00002145831,0.00004206682],"domain_scores_gemma":[0.9995802,0.0001209026,0.000117543,0.00004769373,0.0000792745,0.00005451784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001390289,0.00007197455,0.9452221,0.00007316476,0.0004328699,0.000519799,0.0004595669,0.03309187,0.007478402,0.001604915,0.0004458481,0.01046041],"study_design_scores_gemma":[0.00001091992,0.0001907748,0.8653923,0.00002136442,0.000246578,0.0001480323,0.0005952219,0.130899,0.0005717599,0.0009259804,0.0009653258,0.00003283637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979199,0.00008174407,0.001306885,0.00006726887,0.000008670915,0.000005034899,0.0001245973,0.00001199901,0.0004739076],"genre_scores_gemma":[0.9993066,0.00006132481,0.0002364854,0.00001449626,0.00000390553,0.000005010555,0.0001259147,0.000002003524,0.0002443534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02945885,"threshold_uncertainty_score":0.05857474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005861828993665612,"score_gpt":0.1870380144248247,"score_spread":0.181176185431159,"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."}}