{"id":"W4393254549","doi":"10.1097/jd9.0000000000000381","title":"Acknowledgments","year":2024,"lang":"en","type":"article","venue":"International Journal of Dermatology and Venereology","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005772609,0.00004449558,0.00007965702,0.0001777566,0.00001118024,0.00001692042,0.00008194696,0.00005941225,0.001867316],"category_scores_gemma":[0.00001463282,0.00003939312,0.00003010538,0.00002285553,0.00004426666,0.0001075746,0.00001123038,0.0001170011,0.0004434359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002602461,"about_ca_system_score_gemma":0.00001733814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.831332e-8,"about_ca_topic_score_gemma":0.000001866055,"domain_scores_codex":[0.9996347,0.00002425594,0.0001763007,0.0000386946,0.00007071841,0.00005528055],"domain_scores_gemma":[0.9998209,0.00003673359,0.00001970884,0.00002253041,0.00007279844,0.00002734781],"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":[0.0001702102,0.0001301146,0.06031898,0.0002827234,0.002768577,0.004852732,0.005464784,0.00511924,0.02592378,0.02204341,0.5984578,0.2744676],"study_design_scores_gemma":[0.001074177,0.00004197914,0.01807272,0.0001543802,0.00007860232,0.02977853,0.0001475778,0.05584319,0.002216025,0.01206164,0.8803012,0.000230035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678224,0.003294363,0.007847944,0.002121686,0.01248741,0.00002217844,0.000002374522,0.00006611961,0.006335465],"genre_scores_gemma":[0.998734,0.0004697041,0.0001385623,0.00008401902,0.0004249827,8.046084e-7,0.000002329055,0.000005465055,0.0001401132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2818434,"threshold_uncertainty_score":0.9990451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134992771800505,"score_gpt":0.2866452002871079,"score_spread":0.2752952725691029,"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."}}