{"id":"W4250081403","doi":"10.1090/dol/028/12","title":"Section 11. From Quantum","year":2019,"lang":"en","type":"book-chapter","venue":"American Mathematical Society eBooks","topic":"Quantum Mechanics and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Section (typography); Geology; Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009356908,0.0004119513,0.0006602096,0.00001923374,0.0001438988,0.00006837535,0.000274386,0.0001448551,0.002723031],"category_scores_gemma":[0.000001777975,0.0003829215,0.0007405402,0.00002067858,0.0002315876,0.00002399626,0.0001248981,0.0004881743,0.001409616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005634561,"about_ca_system_score_gemma":0.000107697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002119748,"about_ca_topic_score_gemma":0.000002482851,"domain_scores_codex":[0.9984351,0.00001106581,0.0004237095,0.0005140043,0.0003136088,0.000302517],"domain_scores_gemma":[0.9985055,0.0002035028,0.0004338402,0.0006501589,0.00006290108,0.0001440592],"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":[0.000001512592,0.0000300454,0.000006050728,0.00001831142,0.0002046277,2.121638e-7,0.0001883462,3.0745e-7,0.0001454276,0.9901128,0.005167758,0.004124587],"study_design_scores_gemma":[0.0001265493,0.00003763782,0.000003187138,0.00008054479,0.0001482495,4.126268e-7,0.0002822351,0.002321919,0.00005300231,0.8429919,0.1535607,0.0003936552],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002071445,0.00001529247,0.1165546,0.0001864477,0.0001831566,0.000607505,0.0003876173,0.0001332087,0.8798608],"genre_scores_gemma":[0.2718727,0.0000135597,0.006758062,0.0008403474,0.002815475,0.0001877607,0.0005675611,0.0003991209,0.7165455],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2698012,"threshold_uncertainty_score":0.9998623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353125275900348,"score_gpt":0.2384503253491251,"score_spread":0.2249190725901216,"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."}}