{"id":"W7067149817","doi":"","title":"Lattice Models of RNA-DNA R-loop Complexes","year":2023,"lang":"en","type":"other","venue":"University Library (University of Saskatchewan)","topic":"Yeasts and Rust Fungi Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Universities Space Research Association","keywords":"Markov chain; Lattice (music); Lattice model (finance); Stability (learning theory); Markov process; Geometric modeling","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00003667858,0.0002437734,0.0004398761,0.0002669415,0.0001038368,0.000004610129,0.0005990079,0.0003759545,0.0008596205],"category_scores_gemma":[0.000003316832,0.0003092714,0.000261627,0.0002484163,0.0003996754,0.00002960994,0.0007673806,0.0001211187,0.0000383534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001184215,"about_ca_system_score_gemma":0.0001756412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001919134,"about_ca_topic_score_gemma":0.002831899,"domain_scores_codex":[0.9990554,0.00005465772,0.000099883,0.0003993172,0.0001687559,0.0002219434],"domain_scores_gemma":[0.9991514,0.00002161207,0.0002689037,0.000417463,0.00004320597,0.00009738086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005795177,0.0003090184,0.00224498,0.0006993284,0.002263447,0.0001954954,0.004617925,0.0001329929,0.009380437,0.001232671,0.9767491,0.001595101],"study_design_scores_gemma":[0.002236577,0.0004091065,0.0007630701,0.0005469596,0.0005570693,0.000004574044,0.08882286,0.0000895125,0.004491817,0.0002555406,0.9007436,0.001079319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1041895,0.002373323,0.00151505,0.0008561261,0.0005606812,0.0007828501,0.004789742,0.00071105,0.8842217],"genre_scores_gemma":[0.06186119,0.002480057,0.002108359,0.00002763302,0.0001019447,2.822836e-8,0.000274065,0.0002323252,0.9329144],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08420493,"threshold_uncertainty_score":0.9999359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0102809586467532,"score_gpt":0.1759597688907521,"score_spread":0.1656788102439989,"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."}}