{"id":"W4394863060","doi":"10.1109/msp.2023.3330538","title":"SPS Announces the 2024 Class of Distinguished Lecturers and Distinguished Industry Speakers [Society News]","year":2024,"lang":"en","type":"article","venue":"IEEE Signal Processing Magazine","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Class (philosophy); Computer science; Linguistics; Media studies; Sociology; Artificial intelligence; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003565113,0.000184076,0.0001673808,0.00005512189,0.0001657729,0.0005230243,0.0004288591,0.0001010278,0.00001062226],"category_scores_gemma":[0.00009357875,0.0001303341,0.00007060573,0.0007370688,0.0001621272,0.0002439783,0.00008553297,0.00050333,0.000005127142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000436558,"about_ca_system_score_gemma":0.000322057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001909275,"about_ca_topic_score_gemma":0.00000651694,"domain_scores_codex":[0.9987458,0.00002023767,0.0002662449,0.0003743068,0.0003302321,0.0002631508],"domain_scores_gemma":[0.9992984,0.0002049514,0.00008022776,0.0001871752,0.0001424688,0.00008678353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004203527,0.0003526002,0.007166372,0.006609633,0.0006612798,0.0001958223,0.0287204,0.1513374,0.06539498,0.03969605,0.2891054,0.410718],"study_design_scores_gemma":[0.0001916223,0.00008366277,0.004468921,0.0008662451,0.00006457679,0.00009140741,0.0003082378,0.9555866,0.0008788289,0.004764402,0.03222439,0.0004710751],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1219456,0.01232414,0.8155498,0.01741667,0.005036157,0.0004337233,0.00002463902,0.000650095,0.02661918],"genre_scores_gemma":[0.9886937,0.0000156369,0.009569642,0.0001839641,0.0005565062,0.000005207417,0.00000326558,0.0000170938,0.0009549668],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8667481,"threshold_uncertainty_score":0.5314869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01458709387991005,"score_gpt":0.2512451816766703,"score_spread":0.2366580877967603,"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."}}