{"id":"W2066366443","doi":"10.1111/j.1574-6968.2002.tb11134.x","title":"Construction and initial characterization of a luminescent<i>Synechococcus</i>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":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; Bowling Green State University; National Science Foundation","keywords":"Bioreporter; Synechococcus; Biology; Luminescence; Vibrio harveyi; Vibrio parahaemolyticus; Cyanobacteria; Transcription (linguistics); Exponential growth; Biophysics; Vibrio; Microbiology; Molecular biology; Reporter gene; Gene; Biochemistry; Bacteria; Gene expression; Materials science; Genetics; Physics; Optoelectronics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004672641,0.0003854289,0.0004808935,0.0002295684,0.0002889035,0.0005035606,0.0003797821,0.0003434912,0.0003833007],"category_scores_gemma":[0.0005076104,0.0001901042,0.0002600617,0.0003471075,0.0002802893,0.0002655747,0.0002701308,0.0006426944,0.0005062193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006588004,"about_ca_system_score_gemma":0.0005432842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004057298,"about_ca_topic_score_gemma":0.002919795,"domain_scores_codex":[0.9996731,0.00004207085,0.00003163873,0.00005778604,0.0001409832,0.00005450777],"domain_scores_gemma":[0.9997811,0.00003386867,0.00002687981,0.00002652892,0.00007415682,0.0000574524],"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":[0.00002008387,0.00001845654,0.0001641062,0.00002532588,0.000001643171,0.00005127614,0.00002685559,0.00008624924,0.9986424,0.00009545336,0.00003386151,0.0008341398],"study_design_scores_gemma":[0.00001016975,0.0001262773,0.002867855,0.000005506471,0.000007714834,0.0002381764,0.00004465074,0.0008087796,0.9921291,0.00006586232,0.003686784,0.000009139087],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610326,0.000685104,0.03252727,0.000319457,0.00006161774,0.0003475934,0.002184876,0.0003058749,0.002535556],"genre_scores_gemma":[0.9431217,0.0007988383,0.04395503,0.0001641547,0.0000223579,0.0001840628,0.006417126,0.0001660077,0.005170771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004057298,"threshold_uncertainty_score":0.008067369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097482138048391,"score_gpt":0.2287733414863083,"score_spread":0.2177985201058244,"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."}}