{"id":"W4416874888","doi":"10.1109/qce65121.2025.20552","title":"Building a Professional Master's Program in Quantum Computing: Bridging Academic, Training and Industry Needs","year":2025,"lang":"","type":"article","venue":"","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"General partnership; Presentation (obstetrics); Bridging (networking); Government (linguistics); Quantum; Professional development; Engineering education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00638494,0.0004607223,0.0003677405,0.0008765708,0.005605561,0.006187595,0.001366948,0.001769304,0.01805965],"category_scores_gemma":[0.00555825,0.0004502898,0.0003644385,0.0004253458,0.002569354,0.002804872,0.006718918,0.005666277,0.006181901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0071686,"about_ca_system_score_gemma":0.03994054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007770919,"about_ca_topic_score_gemma":0.03290509,"domain_scores_codex":[0.9968619,0.0004455111,0.00005952158,0.0002494217,0.001167043,0.001216579],"domain_scores_gemma":[0.9805218,0.0004935808,0.0003215939,0.0003401444,0.002842711,0.01548022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001187591,0.00150941,0.008001753,0.0004276244,0.00001148421,0.0004560653,0.01855497,0.001016089,0.01037756,0.1077682,0.4641092,0.3876489],"study_design_scores_gemma":[0.00002644397,0.0003574076,0.00597437,0.0002559102,0.000005953711,0.0003389369,0.01009351,0.001338177,0.002640257,0.01512335,0.9638211,0.00002462169],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2078567,0.00488845,0.07096671,0.3504283,0.01287214,0.001399842,0.0003778674,0.002665668,0.3485444],"genre_scores_gemma":[0.3611967,0.005768999,0.1088567,0.04283251,0.002731946,0.0006600847,0.0005738093,0.001170261,0.476209],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01805965,"threshold_uncertainty_score":0.06041551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03210721520788983,"score_gpt":0.3206546434926344,"score_spread":0.2885474282847446,"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."}}