{"id":"W1974214414","doi":"10.3184/003685007x215986","title":"Illuminating Cellular Physiology: Recent Developments","year":2007,"lang":"en","type":"review","venue":"Science Progress","topic":"bioluminescence and chemiluminescence research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs","funders":"","keywords":"Bioluminescence; Biology; Bioluminescence imaging; Luciferase; Computational biology; In vivo; Cell biology; Biochemistry; Gene; Genetics; Transfection","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":[0.00154434,0.0004836229,0.0006966902,0.000284405,0.0003878422,0.0001102021,0.001793145,0.0005024814,0.0000293769],"category_scores_gemma":[0.0002451707,0.0003843048,0.0002134543,0.00155755,0.002381403,0.00001746152,0.0009200678,0.0003972834,0.00009947663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000125322,"about_ca_system_score_gemma":0.001746024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002123753,"about_ca_topic_score_gemma":0.000001579324,"domain_scores_codex":[0.9960881,0.00006879058,0.0005487528,0.001307942,0.0007467543,0.00123963],"domain_scores_gemma":[0.9981625,0.00001649293,0.0003074809,0.0007547272,0.0004632862,0.0002955204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004497245,0.00006711646,0.00003382593,0.001764919,0.00002466181,0.000008612254,0.00001541473,1.051458e-8,0.01476868,0.000009214544,0.0001791625,0.9831239],"study_design_scores_gemma":[0.00008797053,0.00007037271,0.00000999995,0.001679542,0.00003413709,0.00002804473,0.00004385342,0.000001303374,0.04493795,0.000003850875,0.9526088,0.0004941777],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006431025,0.9972491,0.00002325615,0.00001739979,0.0004010777,0.00064367,0.000009943396,0.00002675657,0.0009856393],"genre_scores_gemma":[0.0004662754,0.9966792,0.001308209,0.00003668079,0.0004478411,0.0001447143,0.0002691914,0.00004770201,0.0006001217],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9826297,"threshold_uncertainty_score":0.9998609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06943473286474786,"score_gpt":0.4078221961579913,"score_spread":0.3383874632932434,"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."}}