{"id":"W7113273898","doi":"","title":"R-loop Modelling Using Lattice Polygons","year":2025,"lang":"en","type":"other","venue":"University Library (University of Saskatchewan)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Lattice (music); Sequence (biology); Projection (relational algebra); Square tiling; Square lattice; Grid","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009765122,0.0006795326,0.001037537,0.002607103,0.0004342224,0.00003711883,0.001890428,0.000988273,0.01268391],"category_scores_gemma":[0.000005022247,0.001085239,0.0005735534,0.001845155,0.0006959925,0.001574075,0.001387703,0.0007312211,0.0009254109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002707308,"about_ca_system_score_gemma":0.001887055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02796113,"about_ca_topic_score_gemma":0.003053943,"domain_scores_codex":[0.997321,0.0002735512,0.0001966457,0.001023189,0.0005090503,0.0006765579],"domain_scores_gemma":[0.997667,0.0001178021,0.0006784724,0.00108951,0.00008674668,0.0003604384],"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":[0.001873807,0.001248493,0.004017563,0.002169127,0.004901373,0.003325393,0.02388875,0.0109829,0.000663858,0.008533952,0.9372641,0.001130681],"study_design_scores_gemma":[0.003083728,0.0000753218,0.00004570758,0.001997579,0.002153035,0.00001145079,0.153383,0.01535884,0.0001310152,0.0004170161,0.8213976,0.001945746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007388415,0.0005924453,0.03181701,0.0002755618,0.0003918622,0.0007346147,0.005296054,0.002230613,0.9512734],"genre_scores_gemma":[0.006514927,0.0002237415,0.0487335,0.00005126281,0.00009921041,1.138853e-8,0.0003487825,0.0005507801,0.9434778],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1294942,"threshold_uncertainty_score":0.9998525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01582954433340914,"score_gpt":0.1828110773402166,"score_spread":0.1669815330068075,"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."}}