{"id":"W4406203722","doi":"10.1088/1367-2630/ada850","title":"Minimal operational theories: classical theories with quantum features","year":2025,"lang":"en","type":"article","venue":"New Journal of Physics","topic":"Advanced Topology and Set Theory","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Colleges and Universities; Institut Périmètre de physique théorique; European Commission; Narodowe Centrum Nauki; Government of Canada; Narodowym Centrum Nauki; NextGenerationEU; Silicon Valley Community Foundation","keywords":"Physics; Theoretical physics; Quantum; Quantum mechanics; Classical mechanics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002375945,0.0001462055,0.0003145291,0.00004381508,0.0001455025,0.00003069104,0.0002157848,0.00008371635,0.00006545557],"category_scores_gemma":[0.0002958923,0.00009439922,0.0001036938,0.0001425591,0.000300573,0.0002375353,0.00003246106,0.0004311854,0.00000387401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003072428,"about_ca_system_score_gemma":0.0004020278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.072849e-7,"about_ca_topic_score_gemma":0.000003802109,"domain_scores_codex":[0.999135,0.0001046802,0.0002824877,0.0001027871,0.0002145234,0.0001605815],"domain_scores_gemma":[0.9984351,0.0009340702,0.0002082662,0.0001531542,0.00020593,0.0000634461],"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":[0.0006623845,0.0001134632,0.000164615,0.00001833582,0.0001544203,0.00001877225,0.0006962884,0.00006970083,0.0003285289,0.9867971,0.008345535,0.00263086],"study_design_scores_gemma":[0.0008352596,0.0002498257,0.0001760087,0.00008991073,0.00008667924,0.00005776322,0.0007970002,0.00001877623,0.00367469,0.9910836,0.002832893,0.00009763549],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1285118,0.000672653,0.8425733,0.006631763,0.0009325469,0.0001755749,0.00001200983,0.00004747268,0.02044287],"genre_scores_gemma":[0.9695555,0.00002261865,0.02295246,0.000611762,0.0009950001,0.000001780179,0.000001983111,0.00001782372,0.005841078],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8410437,"threshold_uncertainty_score":0.3849488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0158589546503663,"score_gpt":0.3148369577392829,"score_spread":0.2989780030889166,"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."}}