{"id":"W3160882100","doi":"10.1109/icassp39728.2021.9413943","title":"Collaborative Intelligence: Challenges and Opportunities","year":2021,"lang":"en","type":"article","venue":"","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"National Natural Science Foundation of China","keywords":"Computer science; Key (lock); Signal processing; Emphasis (telecommunications); Resilience (materials science); Data science; State (computer science); Computer security; Telecommunications","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":[],"consensus_categories":[],"category_scores_codex":[0.01748624,0.0007667898,0.001534876,0.00169399,0.003599228,0.01320605,0.003776129,0.007563016,0.003871431],"category_scores_gemma":[0.02356708,0.0006029084,0.0006153651,0.002496692,0.01045502,0.0268762,0.009017437,0.007861905,0.001485502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001777964,"about_ca_system_score_gemma":0.00305273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001272033,"about_ca_topic_score_gemma":0.0008245289,"domain_scores_codex":[0.987229,0.006341572,0.0005256303,0.001720801,0.003295293,0.0008877153],"domain_scores_gemma":[0.9659852,0.02515817,0.001081763,0.003008699,0.002587371,0.002178689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003876954,0.00005112808,0.0006090584,0.0004876265,0.00003016059,0.0001293721,0.0009086365,0.002846809,0.0001816637,0.8369808,0.01604541,0.1416906],"study_design_scores_gemma":[0.00001257257,0.00004380885,0.0002303465,0.0003921751,0.00001065488,0.0003315684,0.001551482,0.01389354,0.0002131609,0.8862107,0.09707244,0.00003742602],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01553185,0.1894073,0.4070416,0.2829785,0.003583989,0.0001460384,0.0002157657,0.0005092046,0.1005857],"genre_scores_gemma":[0.6499017,0.1537546,0.1506067,0.01767432,0.01325021,0.0004771232,0.0003557051,0.000186819,0.01379278],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01748624,"threshold_uncertainty_score":0.09247714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08193814224678338,"score_gpt":0.2866739498519464,"score_spread":0.2047358076051631,"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."}}