{"id":"W4285681422","doi":"10.1016/j.fsi.2022.07.028","title":"Seasonal variations in the skin epidermal structure and mucosal immune parameters of rainbow trout skin (Oncorhynchus mykiss) at different stages of farming","year":2022,"lang":"en","type":"article","venue":"Fish & Shellfish Immunology","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Rainbow trout; Mucus; Biology; Epidermis (zoology); Innate immune system; Immune system; Trout; Salmo; Animal science; Fish <Actinopterygii>; Immunology; Fishery; Ecology; Anatomy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003510871,0.0003364276,0.0006713396,0.0002457686,0.0003772965,0.00001550967,0.0006866092,0.0002253416,0.001414475],"category_scores_gemma":[0.00009616616,0.0002723389,0.0002187403,0.0002998841,0.0005523473,0.00008454127,0.0008085844,0.0006530909,0.000005725369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001115755,"about_ca_system_score_gemma":0.00004654235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002653041,"about_ca_topic_score_gemma":0.0001923061,"domain_scores_codex":[0.9971066,0.001076096,0.0007218809,0.0004602304,0.0000990809,0.000536162],"domain_scores_gemma":[0.9984997,0.000443917,0.0004793036,0.0005038822,0.00005380597,0.00001938031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001215641,0.000847002,0.04443232,0.000120744,0.001509126,0.00003992208,0.009840425,0.00008180136,0.9207376,0.002457196,0.007124347,0.01159385],"study_design_scores_gemma":[0.00700804,0.000761786,0.829378,0.0000487421,0.0004723643,0.0003100428,0.007023617,0.00003573302,0.1321817,0.0005056087,0.02161631,0.0006580036],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932182,0.003381535,0.00003402952,0.001133272,0.0003387161,0.0006088885,0.001044321,0.00002585501,0.0002151179],"genre_scores_gemma":[0.9971816,0.0001491669,0.00006566849,0.000376777,0.00001645172,0.0000735111,0.00134711,0.00002396427,0.0007657285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7885559,"threshold_uncertainty_score":0.9999729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007448659397765074,"score_gpt":0.2126250587581513,"score_spread":0.2051763993603862,"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."}}