{"id":"W7125972799","doi":"10.1145/3757377.3794995","title":"10.1145/3757377.3794995","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Image editing; Image manipulation; Image (mathematics)","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":[0.0001403878,0.0001568107,0.0002773891,0.0001037335,0.00003153417,0.00002719544,0.0001323071,0.0000466745,0.9906219],"category_scores_gemma":[0.0001559903,0.0001356757,0.00006229318,0.0002714309,0.00007393309,0.0001026798,0.00003035856,0.0001402666,0.986975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005064296,"about_ca_system_score_gemma":0.00004482171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001175747,"about_ca_topic_score_gemma":2.396397e-8,"domain_scores_codex":[0.998873,0.00001364344,0.0002101345,0.0002540517,0.0003301069,0.0003190586],"domain_scores_gemma":[0.9990996,0.00004373524,0.00002057056,0.0004369127,0.00006680795,0.0003324341],"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":[0.0001197203,0.00008111291,0.000003050136,0.00001404389,0.00002017674,0.00006707766,0.00001378526,0.000004446906,0.0002002208,9.272612e-7,0.4296102,0.5698652],"study_design_scores_gemma":[0.0007948786,0.0004234207,0.0003444522,0.0001227121,0.00005729434,0.000143517,0.000001525494,0.0001388395,0.0001911612,0.000007330143,0.9976359,0.0001389848],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003881407,0.00009376967,0.000001140683,0.003001487,0.000005672444,0.000272793,0.000005907882,0.0002673288,0.9924705],"genre_scores_gemma":[0.001371922,4.897827e-7,0.0003950186,0.00128843,0.0003086455,0.0000139018,0.00003626629,0.00004236101,0.996543],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5697262,"threshold_uncertainty_score":0.5532692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006059734813846205,"score_gpt":0.2099446127347581,"score_spread":0.2038848779209119,"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."}}