{"id":"W4411617944","doi":"10.51847/gvr5e1w81z","title":"10.51847/Gvr5e1w81z","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cyprinus; Carp; Complement (music); Alternative complement pathway; Biology; Volume (thermodynamics); Fish <Actinopterygii>; Chemistry; Fishery; Complement system; Antibody; Immunology; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001014331,0.001594446,0.001211089,0.001541376,0.0008783893,0.002625095,0.001612693,0.003612229,0.8389897],"category_scores_gemma":[0.0007664575,0.0004800343,0.0007813355,0.001075878,0.0006706007,0.001260895,0.002097958,0.001516979,0.851269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001140978,"about_ca_system_score_gemma":0.0007928816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001491725,"about_ca_topic_score_gemma":0.001056704,"domain_scores_codex":[0.9991078,0.00008214219,0.00006271113,0.0002281856,0.0003701155,0.0001489822],"domain_scores_gemma":[0.9993623,0.00006835966,0.00009030387,0.0001150661,0.0001756865,0.0001882687],"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":[0.001163119,0.001073983,0.00244497,0.0009499751,0.00004858626,0.0009257308,0.0001292363,0.0006494765,0.1170512,0.004469648,0.1536243,0.7174699],"study_design_scores_gemma":[0.0001525128,0.0004317445,0.004322007,0.0002575034,0.00002866505,0.001162336,0.000149155,0.001283427,0.02361064,0.00111013,0.9674539,0.00003805194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02739241,0.006263353,0.01453796,0.004988223,0.003575883,0.0006315807,0.006764924,0.01239644,0.9234492],"genre_scores_gemma":[0.01979034,0.001008902,0.004706881,0.0008481123,0.00019578,0.0002194364,0.003953408,0.0008338082,0.9684433],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1610103,"threshold_uncertainty_score":0.2296617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004129808212462763,"score_gpt":0.1715337125136262,"score_spread":0.1674039043011634,"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."}}