{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009776698,0.001266947,0.001485019,0.002443411,0.000441482,0.001602869,0.001099214,0.001389194,0.004183006],"category_scores_gemma":[0.00078095,0.0004517201,0.0004972884,0.00302129,0.0009691207,0.002699884,0.001151387,0.002511026,0.004762614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096321,"about_ca_system_score_gemma":0.0009625513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009756265,"about_ca_topic_score_gemma":0.001230196,"domain_scores_codex":[0.9997057,0.00004712979,0.0000313125,0.00006403603,0.0001221045,0.00002953707],"domain_scores_gemma":[0.9995173,0.0002100983,0.00003792448,0.00002475243,0.0001519899,0.00005790966],"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":[0.0000811777,0.00007172213,0.0001276477,0.01290619,0.00005518481,0.000268893,0.0001115363,0.0005244549,0.006289661,0.008725299,0.03304883,0.9377894],"study_design_scores_gemma":[0.000008619465,0.00004763361,0.0003118107,0.0009273915,0.00003256935,0.0007173673,0.00004861509,0.00007644828,0.0008302859,0.002488684,0.9944945,0.00001603429],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001075763,0.9974836,0.0003171232,0.0002988918,0.0003764035,0.000004524551,0.00000885756,0.00001220874,0.001390941],"genre_scores_gemma":[0.0005284274,0.9975383,0.0003687373,0.0002615668,0.0003757227,0.000006923138,0.00001941766,0.000002731989,0.0008981042],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004183006,"threshold_uncertainty_score":0.0139935,"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."}}