{"id":"W4406571929","doi":"10.1016/j.abdp.2024.03.012","title":"10.1016/j.abdp.2024.03.012","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Autoimmune and Inflammatory Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009842587,0.0001441026,0.000240338,0.00007637113,0.00005936309,0.00001491008,0.0001055806,0.00007767499,0.9990796],"category_scores_gemma":[0.00003189325,0.000131004,0.00009298434,0.0001926867,0.00003803883,0.00008447003,0.00002523881,0.0001438573,0.9977432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003151657,"about_ca_system_score_gemma":0.00006170166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000149084,"about_ca_topic_score_gemma":8.105054e-8,"domain_scores_codex":[0.99911,0.00001888936,0.0002183693,0.0001956379,0.0001817157,0.0002753269],"domain_scores_gemma":[0.9994125,0.00001780695,0.00002510157,0.0003588038,0.00003670397,0.0001490999],"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":[0.0001568472,0.0000611736,0.000001170864,0.00001522831,0.00003919683,0.00002214024,0.00003675966,0.00001146673,0.0001220498,8.783761e-7,0.5060173,0.4935158],"study_design_scores_gemma":[0.0006213956,0.0002368264,0.0003619629,0.00004053558,0.00005771469,0.00002663879,0.000005432189,0.00008563338,0.0001224849,0.000004483516,0.9982826,0.0001542524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003283236,0.0002778351,4.250209e-7,0.0007290092,0.000002522417,0.0002548643,0.000004017829,0.000179582,0.9952685],"genre_scores_gemma":[0.0003316897,0.000001103051,0.00005657716,0.0002628157,0.0001150413,0.00001971765,0.00002180069,0.00003549902,0.9991558],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4933615,"threshold_uncertainty_score":0.5342187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004993104668917921,"score_gpt":0.1853452479500281,"score_spread":0.1803521432811102,"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."}}