{"id":"W4388679002","doi":"10.1109/mcs.2023.3310227","title":"[People In Control]","year":2023,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Salt lake; Library science; Queen (butterfly); Engineering; Operations research; Media studies; Sociology; Computer science; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002364135,0.000854011,0.0006601901,0.0009964681,0.003393603,0.00753223,0.001335005,0.003779882,0.1393324],"category_scores_gemma":[0.008037646,0.0002727422,0.0004122497,0.001673824,0.003336343,0.007398673,0.002981645,0.005161993,0.05201654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00218053,"about_ca_system_score_gemma":0.002662989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.010455,"about_ca_topic_score_gemma":0.01160704,"domain_scores_codex":[0.9977677,0.0006679159,0.0001419201,0.0005362777,0.0005901767,0.0002960367],"domain_scores_gemma":[0.9977397,0.0004810446,0.0001377332,0.0004513347,0.0008278626,0.0003623508],"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":[0.00001813686,0.000007621021,0.0002058929,0.00007214167,0.000005077217,0.00003846235,0.001174655,0.00003314454,0.00003643408,0.1640927,0.7861301,0.04818575],"study_design_scores_gemma":[0.000002256497,0.000003686834,0.00008826177,0.00005208294,0.000001299998,0.0000256156,0.0001803007,0.00001637024,0.00001285247,0.005439969,0.9941736,0.000003762656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007057574,0.02083344,0.005180206,0.08268838,0.05285333,0.00006420147,0.0005965941,0.000567065,0.8365111],"genre_scores_gemma":[0.03358832,0.01433032,0.002371381,0.05332619,0.01373807,0.000238316,0.000891888,0.0005664699,0.880949],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8606676,"threshold_uncertainty_score":0.4661132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01408190537231646,"score_gpt":0.2705546340676647,"score_spread":0.2564727286953483,"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."}}