{"id":"W2080715993","doi":"10.1063/1.1522227","title":"James Bruce French","year":2002,"lang":"en","type":"article","venue":"Physics Today","topic":"Twentieth Century Scientific Developments","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art history; Physics; Classics; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000679455,0.0001114668,0.000102593,0.0000286693,0.0002505383,0.0002167448,0.0001964301,0.0000164223,0.01176057],"category_scores_gemma":[0.000009814896,0.00009979941,0.00005597012,0.00005162318,0.0001265248,0.0002997782,0.00005247128,0.00008653595,0.004934587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002046523,"about_ca_system_score_gemma":0.00000705419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006347011,"about_ca_topic_score_gemma":0.00003111815,"domain_scores_codex":[0.9991273,0.00001683222,0.0001358703,0.0002184677,0.0002523309,0.0002491581],"domain_scores_gemma":[0.9995711,0.00002161978,0.00005359686,0.0002271808,0.00006874927,0.00005771094],"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":[4.883096e-7,0.0001202851,0.0003544405,0.000009903772,0.00002603227,0.000002554689,0.03165573,0.000002393851,0.00005310911,0.035064,0.8909274,0.04178364],"study_design_scores_gemma":[0.0001292865,0.000008184488,0.0004683039,0.00001107668,0.00000657817,3.352886e-7,0.0002741389,0.0001637626,0.000174427,0.00655852,0.9920454,0.0001599636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06268359,0.0004672286,0.0001795678,0.0009844918,0.03467563,0.0002469943,0.00006524072,0.0003030051,0.9003943],"genre_scores_gemma":[0.6495386,0.00001036356,0.0001490607,0.0003008291,0.000567489,0.000007333108,0.00001441024,0.00001305471,0.3493989],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5868551,"threshold_uncertainty_score":0.9958402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04207244256756375,"score_gpt":0.2051458823128915,"score_spread":0.1630734397453278,"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."}}