{"id":"W3166191763","doi":"10.26443/msurj.v16i1.63","title":"Role of Stress in the Spread of Transposable Elements","year":2021,"lang":"en","type":"article","venue":"McGill Science Undergraduate Research Journal","topic":"Chromosomal and Genetic Variations","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Transposable element; Epigenetics; Genome; Mobile genetic elements; Biology; Genetics; Evolutionary biology; Computational biology; Genome evolution; Gene","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":[0.002721566,0.0000562795,0.000109298,0.00005131908,0.0006094916,0.00006440662,0.0007064142,0.00002514049,0.0001358807],"category_scores_gemma":[0.0002317101,0.00001946434,0.00006100052,0.002275696,0.0003601818,0.0001638737,0.00008253632,0.0002548177,0.000003507926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003910349,"about_ca_system_score_gemma":0.0001084836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001786305,"about_ca_topic_score_gemma":0.002309036,"domain_scores_codex":[0.9975098,0.0003161021,0.0003070595,0.0001714587,0.001288661,0.0004068673],"domain_scores_gemma":[0.9989419,0.0002833124,0.00008302989,0.00007346964,0.0005234211,0.0000948927],"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":[0.000008615527,0.0002943652,0.02378626,0.000004892257,0.000005062045,0.00001048273,0.0001423143,0.0000614133,0.9450123,0.008765675,0.00001933196,0.0218893],"study_design_scores_gemma":[0.0004615254,0.0006552661,0.1493957,0.0001684354,0.000009427747,0.0001356091,0.007956135,0.0008902045,0.6887599,0.1437517,0.007656259,0.0001598698],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878613,0.0001492215,7.634969e-7,0.007178936,0.00003171429,0.00009333973,0.00005663699,0.000001912846,0.004626189],"genre_scores_gemma":[0.9994023,0.0003264829,0.0001486431,0.00001863705,0.00003563858,0.000002944287,0.000003272701,3.558e-7,0.00006176557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2562524,"threshold_uncertainty_score":0.4687778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05534527078982756,"score_gpt":0.3219610395007173,"score_spread":0.2666157687108898,"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."}}