{"id":"W4407212645","doi":"10.1109/mcas.2025.3527258","title":"Beginning of a New Year and a New Quarter Century [Editorial]","year":2025,"lang":"en","type":"article","venue":"IEEE Circuits and Systems Magazine","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Computer science; Telecommunications; History; Archaeology","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":[0.008583744,0.003326536,0.003835192,0.003232105,0.004973066,0.01535755,0.003212773,0.01636912,0.02293766],"category_scores_gemma":[0.02716327,0.001162429,0.002919849,0.001791908,0.003610329,0.006499437,0.002896325,0.0205582,0.014746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002993792,"about_ca_system_score_gemma":0.005105437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001030558,"about_ca_topic_score_gemma":0.00509946,"domain_scores_codex":[0.9925447,0.0009670741,0.0007152251,0.0008450203,0.004133251,0.0007947397],"domain_scores_gemma":[0.9704057,0.006394338,0.001966498,0.0009434658,0.01325702,0.007033102],"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":[0.0000329614,0.00001406674,0.00003057466,0.0001552979,0.00001695962,0.00009677016,0.00001408279,0.00001388879,0.00009452785,0.0004093134,0.9916484,0.007473029],"study_design_scores_gemma":[0.00003070886,0.00002574442,0.0003063023,0.0001720207,0.00003046805,0.0001779571,0.00004837826,0.00004382432,0.00007468616,0.0005767021,0.9984949,0.00001850037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003628616,0.003670122,0.00005501813,0.0221428,0.9729955,0.000007897743,0.00001775163,0.00002522707,0.001049328],"genre_scores_gemma":[0.0003626647,0.002740829,0.00007116944,0.02175172,0.9664748,0.00001421326,0.00001954511,0.00002616677,0.008538879],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02293766,"threshold_uncertainty_score":0.07673413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06386211502642254,"score_gpt":0.3478930029726156,"score_spread":0.284030887946193,"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."}}