{"id":"W2073594634","doi":"10.1103/physrevlett.89.219802","title":"Lu and Sanche Reply:","year":2002,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Advanced Chemical Physics Studies","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000262891,0.0001697464,0.0003350724,0.000007471644,0.0000677365,0.00001174136,0.00009918256,0.000002087308,0.0001250486],"category_scores_gemma":[0.00001119444,0.0001407363,0.0001227018,0.0001180387,0.0001075964,0.0001093512,0.00008505657,0.0001611356,0.0001361304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001190113,"about_ca_system_score_gemma":0.000001142153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004641414,"about_ca_topic_score_gemma":2.36046e-8,"domain_scores_codex":[0.9992012,0.00002051032,0.0001460316,0.0002738525,0.0001281154,0.0002303146],"domain_scores_gemma":[0.9994879,0.00009859649,0.00007135531,0.0002457207,0.00001749412,0.00007888114],"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":[0.000007810819,0.000942754,0.006226862,0.001967872,0.0005373233,0.000009628119,0.0008947371,0.00008577186,0.1201892,0.02403371,0.5645675,0.2805368],"study_design_scores_gemma":[0.002306057,0.000150543,0.001750558,0.004699789,0.000999412,0.000005019333,0.0001811999,0.002675791,0.02108633,0.1927538,0.7699532,0.003438354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8239771,0.04984424,0.003585156,0.05828659,0.0002128832,0.001206005,0.0000491579,0.0002631994,0.06257566],"genre_scores_gemma":[0.9778367,0.001224043,0.0002664715,0.01996259,0.0005579311,0.0000569146,0.000005280727,0.0000207809,0.00006929588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2770984,"threshold_uncertainty_score":0.5739061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01784120172486713,"score_gpt":0.2765173014730692,"score_spread":0.2586760997482021,"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."}}