{"id":"W4383907901","doi":"10.1111/sji.13311","title":"On antigen‐specific signals, immune class regulation and energetics: Report <scp>III</scp> from the workshops on foundational concepts of immune regulation","year":2023,"lang":"en","type":"article","venue":"Scandinavian Journal of Immunology","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Alberta","funders":"","keywords":"Immune system; Immunology; Antigen; Conversation; Context (archaeology); Biology; Autoimmunity; Neuroscience; Psychology; Communication","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00379089,0.0008392548,0.0004880865,0.0009252668,0.001242262,0.002684594,0.001142144,0.002781722,0.01411943],"category_scores_gemma":[0.002179551,0.0003262824,0.0007097715,0.0009389749,0.001180735,0.00178265,0.002911925,0.003916963,0.004105544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002315979,"about_ca_system_score_gemma":0.002786911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004607547,"about_ca_topic_score_gemma":0.004951525,"domain_scores_codex":[0.9986054,0.0004399154,0.00005628088,0.000124448,0.000431373,0.0003425389],"domain_scores_gemma":[0.9981098,0.0007178218,0.0001369779,0.00005819202,0.0004931532,0.0004840665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003449988,0.000147421,0.0008243173,0.001100922,0.00002740107,0.000431317,0.002139707,0.0006309848,0.007934871,0.01101568,0.897651,0.0777514],"study_design_scores_gemma":[0.0000126563,0.00009936317,0.002301236,0.0004869053,0.00001249538,0.000130884,0.001386234,0.0001483363,0.003191159,0.002715855,0.9894872,0.00002778038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0340651,0.2499598,0.01657907,0.3701453,0.1227712,0.0009602522,0.003179815,0.0002372539,0.2021022],"genre_scores_gemma":[0.1609481,0.2275094,0.008980789,0.05751543,0.06697804,0.001379033,0.004378745,0.00057708,0.4717334],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01411943,"threshold_uncertainty_score":0.04723424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01538145286946404,"score_gpt":0.2445913063757776,"score_spread":0.2292098535063135,"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."}}