{"id":"W1975341332","doi":"10.1111/j.1365-2419.2006.00414.x","title":"Predicting the vertical profiles of anchovy (<i>Engraulis mordax</i>) and sardine (<i>Sardinops sagax</i>) eggs in the California Current System","year":2006,"lang":"en","type":"article","venue":"Fisheries Oceanography","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Northwest Fisheries Science Center","keywords":"Engraulis; Anchovy; Sardine; Pelagic zone; Stock assessment; Oceanography; Hydrography; Environmental science; Fishery; Geology; Biology; Fish <Actinopterygii>","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":[0.0007567175,0.000235506,0.0002894529,0.00007678468,0.0002823736,0.0001262471,0.0005448675,0.00007347434,0.000231874],"category_scores_gemma":[0.00006977626,0.0001383897,0.0001381477,0.001016041,0.0009450468,0.0002390434,0.0003732892,0.0003976384,0.00000874893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000462687,"about_ca_system_score_gemma":0.00001552773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001143953,"about_ca_topic_score_gemma":0.0004276992,"domain_scores_codex":[0.9976647,0.0002433462,0.0004814157,0.0003760834,0.0007227866,0.0005116398],"domain_scores_gemma":[0.9991277,0.0002014397,0.00007989146,0.0004889966,0.00002993922,0.00007204418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005279067,0.00008687539,0.9855787,0.0001168555,0.00001287455,0.000008731286,0.0004537413,0.000013301,0.00006742003,0.0001598548,0.0104908,0.002958093],"study_design_scores_gemma":[0.0004716477,0.000138217,0.8367527,0.00004411391,0.0000378744,0.00003172153,0.002342575,0.0009345849,0.0002576174,0.0002198589,0.1585346,0.000234416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9360272,0.0003393808,0.00004240121,0.0008338194,0.00009864404,0.000619576,0.00008087116,0.00005052251,0.06190762],"genre_scores_gemma":[0.9994142,0.0001348541,0.00009607887,0.00009163673,0.0001022634,0.00008127747,0.00002647196,0.00001907695,0.00003414482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1488259,"threshold_uncertainty_score":0.5643367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00949381706230641,"score_gpt":0.2202056087729635,"score_spread":0.2107117917106571,"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."}}