{"id":"W4245534490","doi":"10.1016/s0378-1097(02)00567-0","title":"Construction and initial characterization of a luminescent Synechococcus sp. PCC 7942 Fe-dependent bioreporter","year":2002,"lang":"en","type":"article","venue":"FEMS Microbiology Letters","topic":"bioluminescence and chemiluminescence research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Bowling Green State University; National Science Foundation","keywords":"Bioreporter; Synechococcus; Biology; Vibrio harveyi; Luminescence; Cyanobacteria; Exponential growth; Transcription (linguistics); Vibrio parahaemolyticus; Transcription factor; Microbiology; Biophysics; Reporter gene; Vibrio; Gene; Biochemistry; Bacteria; Gene expression; Materials science; Genetics; Optoelectronics; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007338781,0.0004959652,0.0006593834,0.0003648397,0.0003616019,0.0006165248,0.0004358453,0.0004643108,0.00040948],"category_scores_gemma":[0.0006969755,0.0002417444,0.0002979912,0.0004243764,0.0003989721,0.0003392099,0.0004070681,0.0009634702,0.0007087053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000778653,"about_ca_system_score_gemma":0.0007217003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00351146,"about_ca_topic_score_gemma":0.003024125,"domain_scores_codex":[0.9995182,0.00005970843,0.00004910404,0.00007135144,0.0002282462,0.00007337666],"domain_scores_gemma":[0.9997047,0.00004392376,0.00002991261,0.00003624946,0.0001028274,0.00008241677],"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":[0.00002373875,0.00002780279,0.0001442414,0.00003273655,0.000002144127,0.00006505699,0.00003215613,0.00009266262,0.9983538,0.0001218366,0.0000423733,0.001061572],"study_design_scores_gemma":[0.00001715572,0.0001862619,0.003095944,0.000008172958,0.000009476458,0.0003218961,0.00004906787,0.001088528,0.9896438,0.0001122168,0.005453328,0.00001423402],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9548631,0.00125769,0.03711485,0.0005599013,0.00009998368,0.000544427,0.002469657,0.0003560205,0.002734549],"genre_scores_gemma":[0.9225699,0.001286296,0.05827102,0.0002542455,0.00003714633,0.0003380647,0.008817653,0.0001928484,0.008232759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00351146,"threshold_uncertainty_score":0.006982028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0113248190765071,"score_gpt":0.2302836783100044,"score_spread":0.2189588592334973,"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."}}