{"id":"W2984452956","doi":"10.1088/2058-7058/32/10/10","title":"Life as a new Nobel laureate","year":2019,"lang":"en","type":"article","venue":"Physics World","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nobel laureate; Physicist; Art history; Physics; Art; Theoretical physics; Literature","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":["metaresearch","bibliometrics","scholarly_communication","insufficient_payload"],"consensus_categories":["bibliometrics","insufficient_payload"],"category_scores_codex":[0.004017342,0.0001501638,0.0003086007,0.01650647,0.0001093502,0.001866561,0.002056602,0.00004087575,0.004282824],"category_scores_gemma":[0.02134727,0.0001064461,0.0001889431,0.1792217,0.00005178645,0.0006061769,0.0006223297,0.0002719498,0.0324948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005197025,"about_ca_system_score_gemma":0.001022423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003457642,"about_ca_topic_score_gemma":0.00002676894,"domain_scores_codex":[0.9915541,0.00008220631,0.0003954433,0.0006739794,0.006721496,0.0005727494],"domain_scores_gemma":[0.9939097,0.002089747,0.0001677475,0.001060505,0.000956176,0.001816176],"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":[0.00002372864,0.0001225532,0.1204726,0.000003287421,0.00002134476,0.00000572902,0.0001042199,0.0001381316,0.0007455171,0.03884333,0.6929053,0.1466142],"study_design_scores_gemma":[0.0008206413,0.0001187364,0.01317006,0.00001115303,0.000006635671,0.000001434412,0.00008023507,0.005990772,0.002288733,0.2352833,0.741893,0.0003352732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3627962,0.0008101197,0.004038332,0.01529697,0.002024281,0.0005996864,0.00002257974,0.0001099283,0.6143019],"genre_scores_gemma":[0.7837515,0.00002808003,0.0004158595,0.002960922,0.0004183028,0.000003962627,0.000003020844,0.00001695005,0.2124014],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4209553,"threshold_uncertainty_score":0.9991696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6159426562745316,"score_gpt":0.5836635494568094,"score_spread":0.03227910681772217,"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."}}