{"id":"W4252545233","doi":"10.4194/1303-2712-v16_2_22","title":"","year":2016,"lang":"en","type":"article","venue":"Turkish Journal of Fisheries and Aquatic Sciences","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture","funders":"Special Fund for Agro-scientific Research in the Public Interest; Chinese Academy of Fishery Sciences; Government of Jiangsu Province","keywords":"Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001427363,0.0003092071,0.0002977676,0.0002200146,0.0002285091,0.0004801986,0.0002660753,0.0005722574,0.003689336],"category_scores_gemma":[0.000183174,0.00008947032,0.0003253747,0.0001631371,0.0001307657,0.0002945328,0.0002255531,0.0003453919,0.0009350601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002787723,"about_ca_system_score_gemma":0.0002723495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001392806,"about_ca_topic_score_gemma":0.001425033,"domain_scores_codex":[0.9998564,0.00001649402,0.00001069239,0.00004716891,0.00003613215,0.00003314262],"domain_scores_gemma":[0.9998612,0.00001394913,0.00002907171,0.00001131036,0.0000519752,0.00003243214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005671023,0.00008041948,0.004065205,0.0002676391,0.00003119831,0.0001421783,0.00003253371,0.0001025981,0.9760203,0.0001823973,0.000177631,0.01833072],"study_design_scores_gemma":[0.00008903454,0.00784794,0.06231248,0.0001148168,0.0002884535,0.001793706,0.000387552,0.001375149,0.8776068,0.0005882358,0.04755009,0.00004584937],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9758444,0.01336094,0.003610266,0.0003471444,0.0001566015,0.00008851738,0.0007384304,0.00008896567,0.005764846],"genre_scores_gemma":[0.9832032,0.004085221,0.003954326,0.0003420247,0.00002895691,0.00005155721,0.0009286421,0.00001631952,0.007389725],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9963107,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01570068039984709,"score_gpt":0.2301466572678952,"score_spread":0.2144459768680481,"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."}}