{"id":"W6949521348","doi":"10.5281/zenodo.15867660","title":"QIRT Meta-Floor Protocol","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"IBM; Quantum; Error detection and correction; Protocol (science); Benchmark (surveying); Quantum computer; Transparency (behavior); IBM PC compatible","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":[0.001587173,0.0005158834,0.0005681214,0.0005549238,0.0007826188,0.001147582,0.001763853,0.0009210277,0.02585083],"category_scores_gemma":[0.005439352,0.0002953328,0.0005103219,0.0005684253,0.001156665,0.001964907,0.001938051,0.002006649,0.003659877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001328672,"about_ca_system_score_gemma":0.002538444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001535959,"about_ca_topic_score_gemma":0.002152585,"domain_scores_codex":[0.9980134,0.0004475848,0.00008545093,0.0002138702,0.0009269306,0.000312772],"domain_scores_gemma":[0.9978771,0.0007231685,0.00007435732,0.0007922621,0.0004455809,0.00008749092],"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":[0.001944075,0.0003789568,0.001423331,0.0008945497,0.0001120834,0.0004349931,0.0004822446,0.1742194,0.04989867,0.5495283,0.06116151,0.1595219],"study_design_scores_gemma":[0.0002812058,0.0006699983,0.0005141772,0.0001166328,0.00005701237,0.0002181047,0.0001663546,0.6660625,0.09048233,0.1754163,0.06592185,0.00009356043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.1592412,0.0007183856,0.6613115,0.00239221,0.0006557278,0.00125487,0.00552485,0.02729524,0.141606],"genre_scores_gemma":[0.7805954,0.000273455,0.1887098,0.0006480873,0.00006610575,0.0008514549,0.004289601,0.002453012,0.02211319],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.02585083,"threshold_uncertainty_score":0.08647966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03212781097444296,"score_gpt":0.2709863640826211,"score_spread":0.2388585531081781,"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."}}