{"id":"W7117465056","doi":"10.1109/mcas.2025.3614512","title":"WiCAS Events Report—IEEE ISCAS 2025 [CASS Conference Highlights]","year":2025,"lang":"","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":"McGill University; Simon Fraser University","funders":"","keywords":"Milestone; Excellence; Session (web analytics); Empowerment; Corporate governance; Center of excellence","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":[0.003354156,0.001577995,0.0005708054,0.00186878,0.001783586,0.007832261,0.00167832,0.003177112,0.1841563],"category_scores_gemma":[0.002777058,0.0003784544,0.0007777105,0.00189821,0.0006085868,0.003143662,0.001707604,0.00279403,0.09144406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002285799,"about_ca_system_score_gemma":0.006592813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01185487,"about_ca_topic_score_gemma":0.01838535,"domain_scores_codex":[0.9980563,0.0001176617,0.00005091615,0.0001350012,0.001300632,0.0003395182],"domain_scores_gemma":[0.997166,0.000125631,0.00007283797,0.00009999159,0.001931141,0.0006043137],"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":[0.00003210253,0.00002610161,0.00007626397,0.00006166434,0.000004326165,0.00003853759,0.000009583692,0.0001553718,0.0003626515,0.002465915,0.9799226,0.01684492],"study_design_scores_gemma":[0.000006835175,0.0000283235,0.0002178123,0.00003918758,0.000005401472,0.00003146665,0.00003107081,0.0001901136,0.0004189309,0.0004730269,0.9985519,0.000005877159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002816626,0.008782449,0.009335432,0.02526952,0.05212545,0.000599887,0.005378375,0.00326285,0.8924293],"genre_scores_gemma":[0.02378247,0.009046153,0.004383069,0.005980237,0.01098089,0.0004834227,0.01022731,0.0009562614,0.9341601],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1841563,"threshold_uncertainty_score":0.6160643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03167813794614033,"score_gpt":0.2741714621240969,"score_spread":0.2424933241779566,"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."}}