{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004312694,0.00005772745,0.00007029762,0.0000279444,0.00001129718,0.0001221012,0.0004385626,0.00001768788,0.001346134],"category_scores_gemma":[0.000002752693,0.00004296296,0.00002928109,0.00005155585,0.000007326118,0.0005389472,0.000175322,0.00003233026,0.1296502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007410365,"about_ca_system_score_gemma":0.00001317846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001517076,"about_ca_topic_score_gemma":0.000001182601,"domain_scores_codex":[0.9994514,0.000006476742,0.00007680534,0.0001802979,0.0001296282,0.000155407],"domain_scores_gemma":[0.9995535,0.00002418612,0.00001450652,0.0003282275,0.00001493344,0.00006466923],"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":[0.000004794464,0.0001742509,0.06304213,0.00002572153,0.00001306088,0.00001063455,0.0005334261,0.000009840187,0.002014563,0.1922653,0.68124,0.0606663],"study_design_scores_gemma":[0.001125241,0.0006416154,0.119614,0.00005447046,0.000004595697,0.00003999673,0.00006912932,0.02038331,0.01234113,0.01584825,0.8288909,0.0009872881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1447002,0.00002565329,0.04397938,0.001638624,0.001401587,0.0001291771,7.434783e-7,0.0001797553,0.8079448],"genre_scores_gemma":[0.8267056,0.000001241992,0.005716525,0.002794416,0.00003923687,0.000002859513,0.00000115417,0.000004643008,0.1647343],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6820054,"threshold_uncertainty_score":0.9995668,"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."}}