{"id":"W2314735942","doi":"10.1142/9789812811158_0033","title":"CHIMERIC BACTERIAL LUCIFERASES","year":2001,"lang":"en","type":"article","venue":"","topic":"bioluminescence and chemiluminescence research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Luciferases; Computer science; Chemistry; Biochemistry","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":[0.002066998,0.003143288,0.001414063,0.002002058,0.001340234,0.001740422,0.002438653,0.002006292,0.01511881],"category_scores_gemma":[0.001075718,0.001424967,0.002076054,0.001718075,0.001384981,0.001115881,0.001484456,0.005415415,0.01129653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002877746,"about_ca_system_score_gemma":0.002126453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002255485,"about_ca_topic_score_gemma":0.002503445,"domain_scores_codex":[0.9969542,0.0003785704,0.000242964,0.0008105388,0.0006642536,0.000949554],"domain_scores_gemma":[0.9988087,0.0003688627,0.0001122452,0.0002860541,0.0001489953,0.0002750615],"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":[0.0008365031,0.0003815148,0.0004051949,0.0004507398,0.00009006773,0.0001809893,0.000166268,0.000525867,0.9748142,0.008379902,0.005578062,0.008190675],"study_design_scores_gemma":[0.0001168607,0.0001356007,0.0007570568,0.0000354419,0.00004019109,0.0003082932,0.00004379606,0.0009460567,0.9595636,0.0004500526,0.03757116,0.00003204041],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5165963,0.006206785,0.336377,0.003825447,0.003147866,0.003433842,0.05212252,0.01692197,0.06136836],"genre_scores_gemma":[0.6063183,0.003514556,0.114553,0.001651294,0.0003331079,0.002665501,0.1463095,0.002870777,0.121784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01511881,"threshold_uncertainty_score":0.05057746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01290263083334528,"score_gpt":0.2717631574189566,"score_spread":0.2588605265856114,"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."}}