{"id":"W4294119635","doi":"10.34133/2022/9802168","title":"Superior Conjugative Plasmids Delivered by Bacteria to Diverse Fungi","year":2022,"lang":"en","type":"article","venue":"BioDesign Research","topic":"Transgenic Plants and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Western University","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Advanced Research Projects Agency; Defense Advanced Research Projects Agency; Canadian Institute for Advanced Research","keywords":"Plasmid; Biology; Genetics; Gene; Microbiology; Yeast; Bacteria; Computational biology; Biotechnology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004717521,0.00009838705,0.00009138676,0.00006365406,0.0004780319,0.00003590416,0.0004034002,0.00005527416,0.000794804],"category_scores_gemma":[0.00002684259,0.00009990673,0.00004486852,0.0002354275,0.00009409269,0.000002649594,0.0003046432,0.0001707706,0.0001212814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004253878,"about_ca_system_score_gemma":0.0001318932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001013819,"about_ca_topic_score_gemma":0.00002093337,"domain_scores_codex":[0.9985534,0.0002457523,0.0001187962,0.0003922396,0.0003207082,0.0003691143],"domain_scores_gemma":[0.9993933,0.00003698116,0.00001481325,0.0002937483,0.00009566407,0.0001654802],"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":[0.0002221591,0.00007536968,0.0003133633,0.000002838731,0.00002584092,0.000002963948,0.00008907164,0.0000109106,0.8845797,0.00008237775,0.1136104,0.0009849679],"study_design_scores_gemma":[0.0005109984,0.0005999544,0.001519352,0.000002366755,0.00000501923,0.00000700674,0.0007235456,0.00002656374,0.4989986,0.00002219734,0.4974053,0.0001791515],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994592,0.0002841641,0.0008435449,0.000423193,0.00005456457,0.0005405759,0.002464385,0.00001522772,0.0007823594],"genre_scores_gemma":[0.9953446,0.00008184033,0.0005455666,0.0002188075,0.00005668345,0.0003718929,0.0005714808,0.0000162764,0.002792832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3855812,"threshold_uncertainty_score":0.8702546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06173843030552535,"score_gpt":0.3402569924958912,"score_spread":0.2785185621903659,"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."}}