{"id":"W4392449971","doi":"10.1109/mcas.2024.3349728","title":"IEEE Sections Congress and CASS Workshop Ottawa","year":2024,"lang":"en","type":"article","venue":"IEEE Circuits and Systems Magazine","topic":"Advanced Data and IoT Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Telecommunications; Electrical engineering; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.002985939,0.0008990455,0.0004820128,0.001497348,0.006024455,0.00878289,0.001512183,0.003186018,0.189946],"category_scores_gemma":[0.002545254,0.00073801,0.0009033297,0.001498375,0.001292854,0.001810633,0.003247252,0.003874235,0.0840189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0131972,"about_ca_system_score_gemma":0.03039107,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2133661,"about_ca_topic_score_gemma":0.4909637,"domain_scores_codex":[0.9974045,0.0001969275,0.00007878026,0.0002842235,0.001448956,0.0005865393],"domain_scores_gemma":[0.9962727,0.0001653797,0.00007145997,0.0001917938,0.002273535,0.001025132],"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":[0.0000856957,0.00003578196,0.000150626,0.00005145119,0.000005361368,0.0001313471,0.00007422791,0.000247695,0.0005625343,0.005250948,0.9771519,0.01625243],"study_design_scores_gemma":[0.000006522519,0.00001273492,0.0003225271,0.00004096564,0.000002812201,0.00003545825,0.0001100253,0.00008205455,0.0002164424,0.0003292835,0.998832,0.000009148815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005077887,0.00869194,0.003414962,0.05339864,0.05153527,0.0002731952,0.00286057,0.001000636,0.8737469],"genre_scores_gemma":[0.007900237,0.00268702,0.0008660938,0.002215864,0.001282661,0.00008048744,0.0009490275,0.0001821056,0.9838365],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7866339,"threshold_uncertainty_score":0.6354326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02249614817674891,"score_gpt":0.2489595804378522,"score_spread":0.2264634322611033,"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."}}