{"id":"W1977683396","doi":"10.2323/jgam.56.187","title":"Measurements of transposition frequency of insertion sequence IS1 by GFP hop-on assay","year":2010,"lang":"en","type":"article","venue":"The Journal of General and Applied Microbiology","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Paul University","funders":"Japan Society for the Promotion of Science; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Transposition (logic); Transposable element; Biology; Hop (telecommunications); Genetics; Insertion sequence; Green fluorescent protein; Genome; Computational biology; Gene; Computer science; Telecommunications","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":[],"consensus_categories":[],"category_scores_codex":[0.0003349049,0.00008035178,0.0001499473,0.00002304553,0.00005499157,0.000003316951,0.0001388614,0.00007021742,0.0002696224],"category_scores_gemma":[0.00000385901,0.00005053177,0.00004352451,0.00005136047,0.0002183296,0.00005398805,0.00001876343,0.0001977198,0.000006082003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000194103,"about_ca_system_score_gemma":0.000007163414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001439379,"about_ca_topic_score_gemma":0.00007897052,"domain_scores_codex":[0.9994372,0.00005973743,0.0002869689,0.00007299367,0.00004380838,0.00009932856],"domain_scores_gemma":[0.9995986,0.00002231869,0.0002500769,0.0000800724,0.0000197766,0.00002913186],"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":[0.00009291281,0.00006929234,0.0002697312,0.000003970363,0.00001854688,1.850842e-7,0.0001541321,0.00005877736,0.9968263,0.00002849041,0.0004313711,0.002046322],"study_design_scores_gemma":[0.0002850553,0.000177485,0.005537892,0.00001022926,0.00003270214,0.0001042108,0.00001677006,0.000002305375,0.9933381,0.00009828569,0.0003443831,0.00005257394],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988073,0.00003373604,0.0001431283,0.000291076,0.0001538124,0.00007180789,0.00003362089,0.000001737955,0.0004638051],"genre_scores_gemma":[0.998875,0.00005273397,0.0007668671,0.0002013707,0.00003316123,8.363114e-7,0.000008700907,0.0000044355,0.0000568607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005268161,"threshold_uncertainty_score":0.2952177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0138348318950193,"score_gpt":0.2266139610975445,"score_spread":0.2127791292025252,"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."}}