{"id":"W4281394333","doi":"10.3389/fmars.2022.794433","title":"Estuarine Ichthyoplankton Studies – A Review","year":2022,"lang":"en","type":"review","venue":"Frontiers in Marine Science","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Youth Innovation Promotion Association of the Chinese Academy of Sciences; Youth Innovation Promotion Association; Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Ichthyoplankton; Estuary; Fishery; Abundance (ecology); Zooplankton; Community structure; Anchovy; Environmental science; Salinity; Ecology; Geography; Oceanography; Biology; Fish <Actinopterygii>; Geology","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":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00332864,0.0004985551,0.001922838,0.0004481936,0.0003900106,0.00007053335,0.002816577,0.00008133347,0.02781237],"category_scores_gemma":[0.001169599,0.0004027508,0.0002578738,0.005571536,0.001843525,0.0004242127,0.01209136,0.001024946,0.0001822714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001860905,"about_ca_system_score_gemma":0.0003298781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002229792,"about_ca_topic_score_gemma":0.00003087515,"domain_scores_codex":[0.9950249,0.0002645699,0.0008158251,0.001290719,0.001648552,0.0009554518],"domain_scores_gemma":[0.9982414,0.0001299226,0.0002964826,0.001100548,0.00001793386,0.0002136609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002588762,0.0000412675,0.004380152,0.008027829,0.00001918364,0.000085044,0.0000252752,7.371663e-7,1.572576e-8,0.00001385466,0.04568309,0.941721],"study_design_scores_gemma":[0.00008107612,0.00007222097,0.00008674965,0.001229391,0.00009020486,0.00004823434,0.0000463009,0.00001113835,5.121437e-8,0.0002391876,0.9976704,0.0004250564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[6.565007e-7,0.7810124,0.000007781497,0.00007260821,0.0009152588,0.001021703,0.000004419599,0.00003448818,0.2169307],"genre_scores_gemma":[6.614324e-8,0.980881,0.007701128,0.0002437941,0.00004775173,0.0005598115,0.00003941958,0.00003571456,0.01049135],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9519873,"threshold_uncertainty_score":0.9998425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05851781553906254,"score_gpt":0.3472116886475021,"score_spread":0.2886938731084395,"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."}}