{"id":"W4247845616","doi":"10.1109/tcyb.2020.2967017","title":"IEEE Transactions on Cybernetics","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Cybernetics","topic":"Internet of Things and AI","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Cybernetics; Computer science; Cognitive science; Artificial intelligence; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001187726,0.0009842564,0.001026677,0.001237693,0.0004579788,0.003221438,0.0005995644,0.001493236,0.03772897],"category_scores_gemma":[0.002741204,0.0002750459,0.0004988432,0.0009614525,0.001143143,0.001841113,0.0009958432,0.00197077,0.01224883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005201746,"about_ca_system_score_gemma":0.00102061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003053465,"about_ca_topic_score_gemma":0.003195752,"domain_scores_codex":[0.9993394,0.0001366086,0.00005667441,0.00009119841,0.0003340455,0.0000419938],"domain_scores_gemma":[0.9981933,0.0003601295,0.00005722915,0.0004430826,0.0008387568,0.0001074996],"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":[0.0001736811,0.0001750099,0.002563205,0.0006107325,0.0001781315,0.0002613331,0.0002083156,0.01114275,0.00563587,0.124484,0.2252927,0.6292744],"study_design_scores_gemma":[0.00004103241,0.0001117411,0.002387868,0.0002922146,0.0001451588,0.0004202284,0.0002249127,0.03489402,0.002549005,0.1092974,0.8495955,0.00004089732],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0137911,0.05819155,0.4201333,0.02638413,0.06912238,0.0002883498,0.001641506,0.002609743,0.407838],"genre_scores_gemma":[0.331865,0.06793243,0.1672023,0.005419207,0.008377274,0.0005565562,0.004104314,0.0006169587,0.413926],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.962271,"threshold_uncertainty_score":0.1262159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02311311682004189,"score_gpt":0.2377046127766973,"score_spread":0.2145914959566554,"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."}}