{"id":"W4299995822","doi":"10.1002/bio.1036","title":"Abstracts of the 15th International Symposium on bioluminescence and chemiluminescence","year":2008,"lang":"en","type":"article","venue":"Luminescence","topic":"bioluminescence and chemiluminescence research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Russian Foundation for Basic Research; National Science Council; Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Chemiluminescence; Bioluminescence; Citation; Library science; Computer science; Information retrieval; Chemistry; Biochemistry; Chromatography","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"],"consensus_categories":[],"category_scores_codex":[0.0002334488,0.0003405437,0.0002679357,0.00005850988,0.0002298707,0.00002272919,0.001103401,0.0002322037,0.00002089545],"category_scores_gemma":[0.0004487882,0.0002583807,0.0001521691,0.0003939587,0.001286302,0.0000287587,0.0004448503,0.0002596512,0.00001535958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002533554,"about_ca_system_score_gemma":0.0001376201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006838581,"about_ca_topic_score_gemma":0.00001651922,"domain_scores_codex":[0.9976335,0.00004611884,0.0004914272,0.0007359649,0.0006053228,0.0004876684],"domain_scores_gemma":[0.9982741,0.00003974191,0.0002541007,0.0008900706,0.0003679691,0.0001739405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001026961,0.0001620448,0.1396142,0.00004921802,0.00002177708,0.000008777654,0.0000765188,0.000004388412,0.8574646,0.0000466703,0.001853098,0.0005960529],"study_design_scores_gemma":[0.0005070642,0.0001594569,0.09140064,0.0001575449,0.00001053848,0.0002318489,0.00008278542,0.00006001849,0.9023029,0.000007861539,0.004752887,0.0003264635],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946502,0.0002574451,0.00003444587,0.00136324,0.0004887025,0.0003172678,0.00002591784,0.00002296013,0.002839849],"genre_scores_gemma":[0.995675,0.001247249,0.0002418365,0.0003494615,0.0003930949,0.00003390404,0.00003483986,0.00003200465,0.001992598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04821353,"threshold_uncertainty_score":0.9999868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328957892038226,"score_gpt":0.249505211575727,"score_spread":0.2362156326553447,"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."}}