{"id":"W4379054805","doi":"10.1111/jwas.12990","title":"The environmental impact and development direction of grass carp, <i>Ctenopharyngodon idella,</i> aquaculture","year":2023,"lang":"en","type":"article","venue":"Journal of the World Aquaculture Society","topic":"Aquaculture Nutrition and Growth","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture","funders":"","keywords":"Grass carp; Aquaculture; Fishery; Eutrophication; Biology; Life-cycle assessment; Fish farming; Polyculture; Environmental pollution; Bighead carp; Environmental science; Animal science; Carp; Environmental protection; Production (economics); Ecology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001513448,0.0002874301,0.00005887214,0.0004980718,0.0001758235,0.0003915631,0.0001296192,0.0002438835,0.001006043],"category_scores_gemma":[0.0001454728,0.0000848235,0.0002282391,0.0002918939,0.0001847696,0.0002002877,0.0002036212,0.000106707,0.00009567339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008352125,"about_ca_system_score_gemma":0.000635422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0109951,"about_ca_topic_score_gemma":0.0153303,"domain_scores_codex":[0.999945,0.000009325431,0.000003351663,0.0000119471,0.00001415656,0.00001618806],"domain_scores_gemma":[0.9998698,0.0000144684,0.00004054598,0.00000358243,0.00004621351,0.00002538605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008164233,0.0001475298,0.6794108,0.0003104086,0.0002240932,0.002201441,0.0002137499,0.05603142,0.2158941,0.001749478,0.00139913,0.04160138],"study_design_scores_gemma":[0.00001511307,0.0004646248,0.9489794,0.00004166839,0.00009473208,0.0004523313,0.0007413293,0.02161531,0.0223082,0.000736904,0.004520191,0.00003010503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967169,0.0001461126,0.0003900227,0.00006223224,0.000003314502,0.000004765742,0.0003545225,0.000009403157,0.002312723],"genre_scores_gemma":[0.9984441,0.0001357002,0.0003097246,0.00001541425,0.000001167592,0.000003977925,0.0002405847,0.000002350795,0.000846811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0109951,"threshold_uncertainty_score":0.02186221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0108085715837977,"score_gpt":0.2251674575474359,"score_spread":0.2143588859636383,"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."}}