{"id":"W1967411507","doi":"10.1103/physrevlett.103.039502","title":"Uritsky, Davila, and Jones Reply:","year":2009,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Theoretical physics; Physics","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":[0.008160937,0.0009812191,0.001499249,0.0008494529,0.006073473,0.005682991,0.004689214,0.04833043,0.01248211],"category_scores_gemma":[0.05235855,0.001075952,0.001496261,0.001159713,0.006627145,0.009476976,0.004778754,0.0534727,0.009064841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003686849,"about_ca_system_score_gemma":0.006473081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007294227,"about_ca_topic_score_gemma":0.01020461,"domain_scores_codex":[0.9951982,0.001052823,0.0004696768,0.0009893461,0.001659054,0.0006309894],"domain_scores_gemma":[0.9754445,0.01354694,0.001304683,0.00120745,0.005906681,0.002589733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001213316,0.000003943992,0.00008464946,0.00001907923,0.000005044818,0.00005197282,0.00009678221,0.000006767588,0.00002969892,0.001592581,0.9972938,0.0008036083],"study_design_scores_gemma":[0.00005602504,0.000021235,0.001036003,0.0002396349,0.00002903834,0.0004728121,0.001020057,0.0001121645,0.0004424735,0.0109839,0.9854915,0.0000952008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001018018,0.0008750314,0.00004728332,0.9870399,0.01134014,0.000002267297,0.00003783867,0.00001670099,0.0005390606],"genre_scores_gemma":[0.001469446,0.0006059175,0.00006749923,0.9854622,0.01035725,0.00001202859,0.00002504314,0.00002674259,0.001973872],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04833043,"threshold_uncertainty_score":0.04315966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006673118782043202,"score_gpt":0.2646934762627072,"score_spread":0.258020357480664,"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."}}