{"id":"W4417464066","doi":"10.48550/arxiv.2512.13803","title":"Data and code for \"Freeness Reined in by a Single Qubit\"","year":2025,"lang":"","type":"preprint","venue":"ArXiv.org","topic":"Quantum many-body systems","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"Deutsche Forschungsgemeinschaft","keywords":"Qubit; Observable; Robustness (evolution); Python (programming language); Quantum; Code (set theory); Dimension (graph theory)","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":[0.000785341,0.0004977704,0.0004919865,0.0008091442,0.0006368315,0.0007487351,0.001907933,0.0009102911,0.02567638],"category_scores_gemma":[0.007526927,0.0002707787,0.0003487364,0.001325156,0.0008380432,0.0008278527,0.0005680023,0.001328964,0.002378593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001189681,"about_ca_system_score_gemma":0.001319748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006055817,"about_ca_topic_score_gemma":0.006128099,"domain_scores_codex":[0.9992632,0.0001335314,0.00005051824,0.00009803019,0.0003806766,0.00007401768],"domain_scores_gemma":[0.99375,0.002819193,0.0002211684,0.001564984,0.001492973,0.0001515999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001189745,0.0007538464,0.01094585,0.0004527817,0.0001109613,0.0006154369,0.0005331168,0.6551116,0.0149203,0.1510524,0.10647,0.0578441],"study_design_scores_gemma":[0.0001475427,0.00006148742,0.001818588,0.00004645414,0.00001114079,0.0001215407,0.0000593144,0.9123359,0.03585304,0.03712349,0.01235573,0.00006586591],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.5943018,0.0002025494,0.235692,0.002775863,0.0008737581,0.0005269202,0.06436832,0.05541264,0.04584612],"genre_scores_gemma":[0.8359826,0.00009040065,0.1135367,0.0003954396,0.00006005076,0.0006666175,0.03726164,0.004506924,0.007499604],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.02567638,"threshold_uncertainty_score":0.08589613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08612793501344057,"score_gpt":0.317434440081456,"score_spread":0.2313065050680155,"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."}}