{"id":"W2178388254","doi":"10.51847/8tetwv5","title":"10.51847/8tetwv5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science and Engineering Research Board; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Aeromonas hydrophila; Biofilm; Biology; Microbiology; Context (archaeology); Traditional medicine; Bacteria; Medicine","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":[0.0005701795,0.001422535,0.0006240443,0.002030781,0.001147772,0.003048096,0.001232115,0.002979099,0.9672693],"category_scores_gemma":[0.0009503319,0.0005008663,0.0006961783,0.001492017,0.0007918793,0.001917366,0.002955172,0.001255387,0.9698792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000723316,"about_ca_system_score_gemma":0.0005350953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008570073,"about_ca_topic_score_gemma":0.0008697133,"domain_scores_codex":[0.9994703,0.00003825656,0.00004367253,0.000153495,0.000191805,0.000102442],"domain_scores_gemma":[0.999249,0.0001020036,0.00004744705,0.0001470237,0.0001957588,0.0002588016],"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":[0.0003645918,0.0003894834,0.00141996,0.0003511757,0.00002491792,0.0005469702,0.000129613,0.0005014548,0.01545956,0.005000155,0.1950028,0.7808093],"study_design_scores_gemma":[0.00005032566,0.0001201066,0.00129949,0.0001353456,0.000008760549,0.0005546602,0.00009517202,0.0004592561,0.002425306,0.001101988,0.9937333,0.00001629301],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003110777,0.0005928806,0.003478399,0.0009615586,0.001186126,0.0001366598,0.001544623,0.00275989,0.9862291],"genre_scores_gemma":[0.003071129,0.0001562586,0.0007251902,0.0002008412,0.00007602526,0.00003819408,0.0009749942,0.0002214691,0.9945359],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0327307,"threshold_uncertainty_score":0.04668629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004177192951042824,"score_gpt":0.1717396842523842,"score_spread":0.1675624913013413,"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."}}