{"id":"W4404370865","doi":"10.1109/mcas.2024.3431472","title":"Women in Circuits and Systems (WiCAS) Forum at Asia Pacific Conference on Circuits and Systems (APCCAS 2023) Held at Hyderabad (India) on 21 November 2023 [CASS Conference Highlights]","year":2024,"lang":"en","type":"article","venue":"IEEE Circuits and Systems Magazine","topic":"Electrical and Electromagnetic Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science","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":[0.001642387,0.0006635474,0.000339411,0.0006791904,0.002305463,0.003598966,0.0005192608,0.001494811,0.09984779],"category_scores_gemma":[0.002075614,0.000216301,0.0003158977,0.0008263753,0.0007552462,0.001569358,0.001397465,0.002089423,0.02288207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001490503,"about_ca_system_score_gemma":0.004177887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003938154,"about_ca_topic_score_gemma":0.01169159,"domain_scores_codex":[0.9991559,0.000119668,0.00001790216,0.0000749643,0.0003888787,0.00024275],"domain_scores_gemma":[0.998238,0.0002889502,0.00006544367,0.0000493854,0.0007670828,0.0005911411],"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":[0.00004513704,0.00001846197,0.0002612644,0.00008882567,0.000003041813,0.0001016192,0.0002160434,0.0001173,0.0007533926,0.008586288,0.9429834,0.04682517],"study_design_scores_gemma":[0.000002710302,0.00002310759,0.0001912799,0.00002907249,0.000002069223,0.00005049361,0.0001356407,0.00004562218,0.0003396717,0.0005386123,0.9986379,0.000003923974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008507527,0.02667883,0.009555556,0.1184086,0.08002432,0.0002903505,0.00122551,0.001013826,0.7542955],"genre_scores_gemma":[0.03524119,0.01153992,0.001953589,0.006110521,0.008569283,0.0001036601,0.0004191863,0.0003326032,0.9357301],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09984779,"threshold_uncertainty_score":0.3340241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0334372879617724,"score_gpt":0.2604930472042771,"score_spread":0.2270557592425047,"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."}}