{"id":"W4387696561","doi":"10.1101/2023.10.15.562030","title":"Keratinocytes Drive the Epithelial Hyperplasia Key to Sea Lice Resistance in Coho Salmon","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"Biotechnology and Biological Sciences Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Lepeophtheirus; Biology; Salmo; Zoology; Parasite hosting; Louse; Oncorhynchus; Fishery; Aquaculture; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0000903287,0.0001515983,0.0001451604,0.0001352376,0.0002675058,0.0003226471,0.00007279891,0.0002167019,0.001881305],"category_scores_gemma":[0.0001280219,0.0001045545,0.0002158496,0.00007967735,0.0002346856,0.0001731986,0.0002967895,0.0003799508,0.0003168369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002151178,"about_ca_system_score_gemma":0.00027407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001686483,"about_ca_topic_score_gemma":0.003549879,"domain_scores_codex":[0.9998859,0.00001379517,0.00000832037,0.00002350547,0.00002722201,0.00004128125],"domain_scores_gemma":[0.9998807,0.000009372592,0.00002708658,0.000009224917,0.00003771374,0.00003596889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001510432,0.00002874899,0.007301684,0.00007721974,0.000005025792,0.00007358065,0.00009840132,0.00003186545,0.991076,0.00002223061,0.00006901466,0.001065179],"study_design_scores_gemma":[0.00002945711,0.001737146,0.6207045,0.00006330119,0.0000557103,0.0005501222,0.003993975,0.0007757514,0.36825,0.0001488317,0.003664831,0.00002626444],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985693,0.0003517572,0.0002304235,0.00004641174,0.00001104854,0.00001698992,0.0001733494,0.00001062571,0.0005901224],"genre_scores_gemma":[0.9973577,0.0002534975,0.0002140408,0.0000697595,0.000005226736,0.0000253183,0.0001914819,0.000004090101,0.001878887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001881305,"threshold_uncertainty_score":0.006293595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0120882668311498,"score_gpt":0.2184556934721534,"score_spread":0.2063674266410036,"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."}}