{"id":"W7143354995","doi":"10.1109/gcet68529.2025.11450862","title":"Functional Size Measurement of Hybrid Classical Quantum Software Systems","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":"École de Technologie Supérieure","funders":"Project Management; Mitacs","keywords":"Software; Quantum; Quantum system; Hybrid system; Feature (linguistics); Class (philosophy)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002158097,0.0003779435,0.0003477298,0.0008867575,0.0005807987,0.001467239,0.001391024,0.0006299846,0.001949277],"category_scores_gemma":[0.007270838,0.0003358222,0.0003126626,0.0004109361,0.002390682,0.003197885,0.00151893,0.0008511957,0.000296768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00116118,"about_ca_system_score_gemma":0.0005576302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006459976,"about_ca_topic_score_gemma":0.0004994327,"domain_scores_codex":[0.9981206,0.0005012596,0.00008590463,0.000265485,0.0008998183,0.0001269322],"domain_scores_gemma":[0.9949176,0.002219844,0.0004291394,0.001319342,0.0009052181,0.0002088961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003545003,0.0001247759,0.006617579,0.0002160859,0.00006158087,0.0001857258,0.0009173191,0.1302713,0.1470594,0.6310463,0.001076792,0.08206864],"study_design_scores_gemma":[0.00002304036,0.0003007919,0.004266124,0.00003712058,0.000025437,0.0001493159,0.0002687801,0.7210096,0.08605999,0.1819375,0.005858815,0.00006344671],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3331996,0.0001747616,0.649951,0.0003829449,0.00007304778,0.00006994934,0.00008681856,0.001038463,0.01502343],"genre_scores_gemma":[0.9279092,0.00005108025,0.0706708,0.00006161619,0.00001635083,0.00007712601,0.00005023435,0.0001089119,0.001054591],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002158097,"threshold_uncertainty_score":0.01141322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02040364843406753,"score_gpt":0.2288094971000693,"score_spread":0.2084058486660018,"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."}}