{"id":"W4248664950","doi":"10.1109/ic3i46837.2019.9055672","title":"[IC3I 2019 Front Matter]","year":2019,"lang":"en","type":"article","venue":"","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidade de Pernambuco; Universidade Estadual de Campinas; Technische Universität München; National University of Singapore; Haldia Institute of Technology; VIT University; Chung Hua University; Gandhi Institute of Technology and Management; Ryerson University; Purdue University","keywords":"Front (military); Computer science; Physics; Meteorology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000899821,0.001002718,0.0007842458,0.002249684,0.002780604,0.009180906,0.001535996,0.003605617,0.9095783],"category_scores_gemma":[0.003297734,0.0005625498,0.0008142084,0.002395043,0.0005509045,0.002691966,0.001727131,0.002274734,0.8870598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00181252,"about_ca_system_score_gemma":0.002578905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00665084,"about_ca_topic_score_gemma":0.01751376,"domain_scores_codex":[0.9992502,0.00003878341,0.00004320821,0.0000839389,0.0004535784,0.0001301869],"domain_scores_gemma":[0.9967074,0.0001559043,0.000113777,0.0003065247,0.002011912,0.0007044073],"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":[0.00001205604,0.000009005646,0.00002597333,0.00005860737,0.000001028299,0.00001786112,0.000005471261,0.00001080034,0.000159467,0.0007936087,0.9808995,0.01800662],"study_design_scores_gemma":[0.000004615992,0.000006310125,0.0001331032,0.00004329297,9.805825e-7,0.00002322037,0.00001089802,0.00002078311,0.00009323364,0.0002938012,0.9993654,0.000004453522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001574629,0.00041718,0.0004561413,0.00192305,0.0073469,0.0001464787,0.003451106,0.001734543,0.9843671],"genre_scores_gemma":[0.0007778883,0.0002873862,0.0002760958,0.001030989,0.001063948,0.00004805472,0.002306714,0.000627036,0.9935819],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09042168,"threshold_uncertainty_score":0.1289755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008185144946749616,"score_gpt":0.2355203384180859,"score_spread":0.2273351934713363,"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."}}