{"id":"W2159008172","doi":"10.1111/j.1462-2920.2006.00983.x","title":"Surveying biotransformations with <i>à la carte</i> genetic traps: translating dehydrochlorination of lindane (gamma‐hexachlorocyclohexane) into <i>lacZ</i> ‐based phenotypes","year":2006,"lang":"en","type":"article","venue":"Environmental Microbiology","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"European Commission","keywords":"Biology; lac operon; Effector; Escherichia coli; Phenotype; Gene; clone (Java method); Lindane; Genetics; 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":[0.0002071389,0.0005170691,0.0002313679,0.0001851592,0.0001022631,0.0004914037,0.0002270412,0.000298729,0.000592123],"category_scores_gemma":[0.0002759902,0.0002180965,0.0002542475,0.0002595549,0.0001710714,0.0002819972,0.000311611,0.0004640907,0.0005161591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003278017,"about_ca_system_score_gemma":0.0002933737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001341221,"about_ca_topic_score_gemma":0.002096009,"domain_scores_codex":[0.9997386,0.00003974478,0.00002192137,0.0000605645,0.00007823693,0.00006091552],"domain_scores_gemma":[0.9997949,0.00003572393,0.00008578252,0.0000242135,0.00003270854,0.00002674881],"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":[0.00001631676,0.00001252065,0.0001770559,0.00000887142,0.000002208324,0.00001968377,0.000009383884,0.000041977,0.9991921,0.0000236352,0.00001001959,0.0004862704],"study_design_scores_gemma":[0.000001558077,0.00006904806,0.0008038577,0.000001144659,0.000004239673,0.00004413112,0.00001832565,0.0002829205,0.9981791,0.000006659608,0.0005865655,0.000002458841],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922695,0.0002103718,0.005762645,0.00006027401,0.00001099052,0.00004274564,0.0005143654,0.0001401111,0.0009889146],"genre_scores_gemma":[0.9834854,0.0005261677,0.01027321,0.00004710855,0.000005347001,0.00004735737,0.001439952,0.0001600422,0.004015402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001341221,"threshold_uncertainty_score":0.002666831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001908632018362416,"score_gpt":0.162761132105111,"score_spread":0.1608525000867486,"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."}}