{"id":"W1980473557","doi":"10.1103/physrevlett.97.100501","title":"Single Spin Measurement Using Cellular Automata Techniques","year":2006,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Quantum and electron transport phenomena","field":"Physics and Astronomy","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute; University of Waterloo","funders":"","keywords":"Cellular automaton; Spin (aerodynamics); Computer science; Statistical physics; Physics; Algorithm","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001753475,0.0002150611,0.0003554935,0.00002596185,0.00007619322,0.00002721429,0.0001681477,0.000006230477,0.00008761286],"category_scores_gemma":[0.000001146724,0.000189093,0.0002248127,0.0001701048,0.00004532819,0.000114902,0.00001750327,0.0001438478,0.00004905731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007584138,"about_ca_system_score_gemma":0.0000224518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001783677,"about_ca_topic_score_gemma":9.708477e-7,"domain_scores_codex":[0.9986927,0.00004770465,0.0002750035,0.0002719892,0.0003495246,0.0003630607],"domain_scores_gemma":[0.9994974,0.00001008929,0.00011041,0.00028647,0.00003722624,0.00005837178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000003102645,0.0005509327,0.0005138234,0.0003982661,0.00004414825,0.000003386881,0.00001466352,0.00002989933,0.9777932,0.006718182,0.003732485,0.0101979],"study_design_scores_gemma":[0.0009479081,0.0002677199,0.001434302,0.005186416,0.0009871176,0.000002431616,0.00001444228,0.003718555,0.7159593,0.02083902,0.2483945,0.002248263],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9162022,0.007470853,0.06216963,0.003853368,0.0001201229,0.001094998,0.00002207812,0.0003458213,0.008720858],"genre_scores_gemma":[0.9973028,0.00003252272,0.0006551686,0.001343141,0.0005612311,0.00003618457,0.00003304797,0.00002863923,0.00000724133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2618339,"threshold_uncertainty_score":0.771099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02422012145810889,"score_gpt":0.2617143175741766,"score_spread":0.2374941961160677,"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."}}