{"id":"W4386646077","doi":"10.1109/cfasta57821.2023.10243305","title":"CFASTA 2023 Cover Page","year":2023,"lang":"en","type":"article","venue":"","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"China University of Geosciences; Changchun University of Technology; Nanjing University; Jiangsu Ocean University; Peking University; Hebei University; Southern University of Science and Technology; Kunming University of Science and Technology; Nanjing University of Science and Technology; Zhejiang University; Tsinghua University; Harbin Engineering University; Harbin Institute of Technology; Beijing University of Technology; Beihang University; Qufu Normal University; Sun Yat-sen University; Nankai University; Hebei University of Technology; Louisiana State University; Lakehead University; Nanjing Tech University; Shandong University of Science and Technology; Shandong University; Dalian University of Technology","keywords":"Cover (algebra); Computer science; Engineering; Mechanical engineering","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":[0.001962603,0.001287852,0.001014334,0.002050879,0.002143323,0.009023678,0.001494751,0.003809209,0.7789635],"category_scores_gemma":[0.003710735,0.0003745468,0.0009665646,0.001896439,0.0006328229,0.001855758,0.002317042,0.002668877,0.6899461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002297859,"about_ca_system_score_gemma":0.005334118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006345064,"about_ca_topic_score_gemma":0.01173879,"domain_scores_codex":[0.9989474,0.0001185033,0.00002451254,0.0001313263,0.0005547788,0.00022342],"domain_scores_gemma":[0.9964622,0.0002737378,0.0001354649,0.0002453398,0.001550938,0.001332438],"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":[0.00006935465,0.00004960331,0.00007866252,0.00006776446,0.000001990569,0.00002710117,0.000006581704,0.00007221667,0.0002811334,0.001494637,0.9736044,0.02424643],"study_design_scores_gemma":[0.00001686068,0.00003172768,0.0006292381,0.00004878376,0.000001598368,0.00002137364,0.00002580938,0.0001603739,0.0001574989,0.0006112716,0.9982887,0.000006771149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009317375,0.001628833,0.001432032,0.006361556,0.02286456,0.0003284665,0.005122243,0.001896772,0.9594339],"genre_scores_gemma":[0.002658981,0.000437447,0.000399773,0.0007627109,0.001529932,0.00009622788,0.002522817,0.0004226688,0.9911695],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2210365,"threshold_uncertainty_score":0.3152817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1532793062265467,"score_gpt":0.4350588681228738,"score_spread":0.2817795618963271,"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."}}