{"id":"W6982593394","doi":"","title":"Innate immune potential of bovine respiratory epithelial cells: role in viral infection","year":2023,"lang":"en","type":"dissertation","venue":"Trinity's Access to Research Output (TARA) (Trinity College Dublin)","topic":"Historical Economic and Social Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Innate immune system; Immune system; Transcriptome; Respiratory system; Respiratory tract; Downregulation and upregulation; Cell culture; Epithelium","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006037241,0.000651356,0.00229938,0.004886762,0.0008561438,0.0003428838,0.001674891,0.001030702,0.0005058495],"category_scores_gemma":[0.002593675,0.0008255669,0.0006222854,0.00395276,0.0002579113,0.0008447667,0.0008591586,0.002439201,0.001863959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001968242,"about_ca_system_score_gemma":0.0007308129,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04332186,"about_ca_topic_score_gemma":0.0194695,"domain_scores_codex":[0.9931734,0.0004749996,0.002997748,0.001428262,0.0005375698,0.001388088],"domain_scores_gemma":[0.9961748,0.0006217193,0.001147753,0.0008649808,0.0007826777,0.0004081284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.04822212,0.01864118,0.07486764,0.01181282,0.006251696,0.001614388,0.03888193,0.006288995,0.004684255,0.5511159,0.1623812,0.07523792],"study_design_scores_gemma":[0.009685243,0.002762384,0.4777287,0.0004338043,0.00009234902,0.000001607204,0.0034313,0.001232131,0.003740569,0.03779142,0.4598404,0.003260038],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607061,0.001400927,0.00003800569,0.0004150927,0.003454607,0.002221166,0.002637309,0.0001322527,0.02899455],"genre_scores_gemma":[0.975064,0.001720818,0.00002786521,0.00008000348,0.0008588535,0.0005459904,0.0004721854,0.0001599793,0.02107029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5133244,"threshold_uncertainty_score":0.9998622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1027913273521283,"score_gpt":0.3480301348337254,"score_spread":0.2452388074815971,"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."}}