{"id":"W4387251953","doi":"10.1103/physrevx.13.041001","title":"Testing Quantum Theory by Generalizing Noncontextuality","year":2023,"lang":"en","type":"article","venue":"Physical Review X","topic":"Quantum Mechanics and Applications","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"Institut Périmètre de physique théorique; Austrian Science Fund; Government of Canada; Ministry of Colleges and Universities; Innovation, Science and Economic Development Canada","keywords":"Quantum; Computer science; Regular polygon; Quantum mechanics; Statistical physics; Physics; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000378992,0.0001332734,0.0002633605,0.00001226642,0.0001381931,0.00002454669,0.0001819964,0.000009061941,0.0001051989],"category_scores_gemma":[0.00004531556,0.0001114929,0.000139386,0.0004892746,0.0000226722,0.00005901386,0.0000766727,0.0001241449,0.0009213015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008676736,"about_ca_system_score_gemma":0.00002240684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003822828,"about_ca_topic_score_gemma":1.345835e-7,"domain_scores_codex":[0.9990763,0.00008223897,0.0002056906,0.0002490504,0.0001379281,0.000248804],"domain_scores_gemma":[0.9992068,0.0002709071,0.00009443793,0.0002907928,0.00004892688,0.00008814564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[4.223297e-7,0.00006548004,0.00008203056,0.00007883624,0.00001479016,1.860124e-7,0.00001902141,6.787935e-7,0.01180276,0.9525213,0.007997277,0.02741728],"study_design_scores_gemma":[0.00008498451,0.00001610395,0.0001195495,0.0003216894,0.00004753897,1.497343e-7,0.00003334365,0.008263526,0.001125,0.950688,0.03910131,0.0001987893],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.901949,0.01011992,0.04987512,0.004059367,0.0003027022,0.001733184,0.0004820686,0.0007925669,0.0306861],"genre_scores_gemma":[0.9985952,0.0001560927,0.0000540016,0.000461918,0.0003259457,0.0001767282,0.00008972886,0.00002108043,0.0001193305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09664621,"threshold_uncertainty_score":0.9998566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05172200331267907,"score_gpt":0.350922379829214,"score_spread":0.2992003765165349,"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."}}