{"id":"W4242708451","doi":"10.23977/isspj","title":"Information Systems and Signal Processing Journal","year":2020,"lang":"en","type":"paratext","venue":"Information Systems and Signal Processing Journal","topic":"Sensor Technology and Measurement Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Signal processing; SIGNAL (programming language); Data science; Digital signal processing; Computer hardware; Programming language","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":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.002722449,0.0007080861,0.001056243,0.00126675,0.002143744,0.01433771,0.00101482,0.000887931,0.00002035986],"category_scores_gemma":[0.00006363752,0.0005778911,0.0001392564,0.0006581069,0.0001610012,0.01641362,0.0001173455,0.002336584,0.0003567564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002765245,"about_ca_system_score_gemma":0.001246767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002373752,"about_ca_topic_score_gemma":2.699344e-7,"domain_scores_codex":[0.9939586,0.0003317661,0.002905108,0.0002942373,0.001776307,0.0007340142],"domain_scores_gemma":[0.9926079,0.00006743804,0.004631904,0.0002310339,0.001875858,0.0005859004],"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":[0.0002213079,0.0000734181,0.0002269012,0.01626134,0.0005362473,0.00009083669,0.03296113,0.009169629,0.0007726374,0.002064221,0.2050474,0.7325749],"study_design_scores_gemma":[0.002111287,0.0004482463,0.00004750754,0.007705063,0.0001158174,0.02613792,0.008101818,0.2204474,0.0001176131,0.0000881719,0.733435,0.00124413],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0005755086,0.02799203,0.9536216,0.000649354,0.003830858,0.0008804809,0.00003383428,0.0002415443,0.01217485],"genre_scores_gemma":[0.9929752,0.001149627,0.00132691,0.0006488155,0.002444597,0.00005863271,0.00006567335,0.00004408529,0.001286484],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9923997,"threshold_uncertainty_score":0.9999651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02743221299290212,"score_gpt":0.2480022789612596,"score_spread":0.2205700659683575,"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."}}