{"id":"W1980215591","doi":"10.1038/icb.2014.112","title":"Understanding the complexity and malleability of T‐cell recognition","year":2015,"lang":"en","type":"review","venue":"Immunology and Cell Biology","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Health and Medical Research Council; Australian Research Council","keywords":"T-cell receptor; Major histocompatibility complex; Computational biology; T cell; Biology; Cell biology; Structural biology; Immune system; Immunology","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","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001049367,0.0007067017,0.002437585,0.0002668104,0.0004524836,0.00001482459,0.0005861421,0.002398249,0.0003865384],"category_scores_gemma":[0.0000753556,0.0004682537,0.0003080366,0.0002287067,0.007278631,0.00006137507,0.0006790806,0.001568276,0.000254937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001137719,"about_ca_system_score_gemma":0.0002559129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001335795,"about_ca_topic_score_gemma":0.00003075779,"domain_scores_codex":[0.994871,0.002400361,0.001084071,0.0008843835,0.00003164742,0.0007285119],"domain_scores_gemma":[0.9971474,0.001073365,0.0008934577,0.0007264067,0.0001192464,0.00004005523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007062465,0.0009974975,0.0001474888,0.008313439,0.002692862,0.00001842436,0.00126515,1.267814e-7,0.2719778,0.01023959,0.001574136,0.7020673],"study_design_scores_gemma":[0.001950382,0.00107123,0.00001393361,0.0004766452,0.001214983,0.0005340185,0.001003492,5.568858e-7,0.004123872,0.0170277,0.9718639,0.0007192987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004033594,0.9893526,0.00007806033,0.00009123843,0.001210738,0.0008192483,0.0002563075,0.00006747408,0.004090701],"genre_scores_gemma":[0.03370848,0.9644539,0.00005391526,0.00005221902,0.0000375822,0.00007400369,0.0008120366,0.00004117403,0.0007666889],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9702898,"threshold_uncertainty_score":0.9997769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1754010629566383,"score_gpt":0.2978217903436393,"score_spread":0.1224207273870009,"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."}}