{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001138384,0.0002080451,0.0004032485,0.0001701316,0.0004969691,0.0001246367,0.000532905,0.00008872896,0.0002186467],"category_scores_gemma":[0.0003888708,0.00009941689,0.0001377274,0.0002571314,0.002122773,0.0009937396,0.0001233474,0.0001128557,0.00001054337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001787396,"about_ca_system_score_gemma":0.00008031981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002615588,"about_ca_topic_score_gemma":0.00001641465,"domain_scores_codex":[0.9984314,0.0001619004,0.0006205277,0.0002543193,0.0001077936,0.0004240492],"domain_scores_gemma":[0.9988201,0.0003546012,0.000568372,0.0001196615,0.00007240395,0.0000648752],"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":[0.0004519341,0.0001841512,0.1475054,0.00002760479,0.0003853714,0.00005096515,0.002494437,4.770944e-7,0.6689552,0.002228531,0.02765633,0.1500597],"study_design_scores_gemma":[0.02108524,0.008898639,0.3471008,0.002032027,0.00105046,0.004292019,0.03710214,0.00000822184,0.2056754,0.02318859,0.3474834,0.002083072],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810443,0.005489581,0.0007525604,0.01168459,0.0005934669,0.0001058673,0.000004887495,0.0000145816,0.0003101508],"genre_scores_gemma":[0.997291,0.0007141688,0.0004623695,0.0005370083,0.00006023493,0.000003102896,9.532696e-7,0.000005745061,0.0009254259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4632798,"threshold_uncertainty_score":0.7821444,"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."}}