{"id":"W2907739121","doi":"","title":"Determination of B cell IgH repertoire changes after immunization and spaceflight modeling","year":2018,"lang":"en","type":"dissertation","venue":"K-State Research Exchange (Kansas State University)","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; McGill University; National Aeronautics and Space Administration","keywords":"Spaceflight; Excellence; Immunization; Center of excellence; State (computer science); Repertoire; Library science; Aeronautics; Political science; Biology; Engineering; Immunology; Computer science; Immune system; Aerospace engineering; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006684135,0.0004603713,0.0006226372,0.002160599,0.0005908206,0.00004423651,0.0005308531,0.0007565375,0.0005835076],"category_scores_gemma":[0.00005614045,0.0004818594,0.0001176604,0.0008425837,0.0005661736,0.0002857702,0.000310865,0.0009343162,0.0001506963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002284132,"about_ca_system_score_gemma":0.0002381871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00113861,"about_ca_topic_score_gemma":0.004768897,"domain_scores_codex":[0.9967953,0.0008719605,0.0003780138,0.0008207496,0.0002139289,0.0009200316],"domain_scores_gemma":[0.9975298,0.0001860011,0.0003367909,0.000585745,0.001285607,0.00007604515],"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":[0.002988877,0.0002949568,0.00006742372,0.001464159,0.0002506018,0.0002053399,0.020517,0.000007706402,0.9509222,0.0000620793,0.0005256183,0.02269408],"study_design_scores_gemma":[0.004085703,0.002029267,0.0001473581,0.001040801,0.0002927492,0.0000344304,0.01559146,0.001016897,0.8552892,0.000620911,0.118532,0.001319287],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981651,0.007485535,0.0007598567,0.0001245009,0.0007720899,0.0009616881,0.0003734594,0.0001012924,0.007770575],"genre_scores_gemma":[0.7115059,0.02655737,0.0002656366,0.00001132492,0.00004769131,0.00002024524,0.002889015,0.0001010469,0.2586017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.270145,"threshold_uncertainty_score":0.9997633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02474081931583919,"score_gpt":0.2596317331926463,"score_spread":0.2348909138768071,"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."}}