{"id":"W4417067483","doi":"10.1016/j.fsi.2025.111059","title":"Insights into American lobster (Homarus americanus) defence mechanisms against Vibrio splendidus","year":2025,"lang":"en","type":"article","venue":"Fish & Shellfish Immunology","topic":"Invertebrate Immune Response Mechanisms","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Vibrio; Immune system; Gene; Shellfish; Crustacean; American lobster; Innate immune system; Immunity; Vibrio Infections","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":[0.00006679992,0.0002423643,0.0001997015,0.0003768528,0.0001978977,0.0002698314,0.0000907553,0.0002040558,0.000680757],"category_scores_gemma":[0.00009505312,0.00009787589,0.0002164272,0.0002166328,0.0002076195,0.0002031074,0.0003072456,0.0001874409,0.0002143706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001584279,"about_ca_system_score_gemma":0.000157255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001452321,"about_ca_topic_score_gemma":0.002487618,"domain_scores_codex":[0.9999355,0.000005310209,0.00000336217,0.00002829445,0.00001228665,0.00001523547],"domain_scores_gemma":[0.9999485,0.000008292736,0.00002021197,0.000002463263,0.00001005727,0.00001051269],"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":[0.0001218754,0.00001790742,0.02356434,0.0002149285,0.00002148202,0.0001870555,0.0002496786,0.0002662297,0.96658,0.0001335466,0.0002435624,0.008399386],"study_design_scores_gemma":[0.0000125421,0.000429173,0.9249347,0.0001063572,0.0001342389,0.0008142875,0.0019231,0.002372917,0.0567244,0.0004403888,0.01207559,0.00003230136],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945844,0.002502776,0.0006875477,0.0001035797,0.00001037602,0.000006283196,0.000788118,0.00003364396,0.001283178],"genre_scores_gemma":[0.99223,0.001904923,0.001581659,0.0002538176,0.00001522815,0.00001929356,0.001680839,0.00001658163,0.002297672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001452321,"threshold_uncertainty_score":0.002887726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004928822692881384,"score_gpt":0.2169398384560157,"score_spread":0.2120110157631343,"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."}}