{"id":"W4285188752","doi":"10.1007/978-1-0716-2533-0_18","title":"Tools and Techniques for Genomic Imprinting","year":2022,"lang":"en","type":"book-chapter","venue":"Springer protocols handbooks/Springer protocols","topic":"Genetic Syndromes and Imprinting","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Genomic imprinting; Imprinting (psychology); Computational biology; Biology; Genetics; Computer science; Evolutionary biology; Gene; DNA methylation","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001361014,0.001274537,0.001176078,0.0003065471,0.00057546,0.0005350942,0.001139816,0.0009157646,0.0005234446],"category_scores_gemma":[0.000172283,0.001388465,0.0006649655,0.00005050313,0.0002667699,0.00003082927,0.002566716,0.0008448467,0.00003068844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001658293,"about_ca_system_score_gemma":0.0004402225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001266914,"about_ca_topic_score_gemma":0.000008320711,"domain_scores_codex":[0.9945908,0.00007848336,0.001405582,0.00219734,0.000565538,0.001162237],"domain_scores_gemma":[0.9964095,0.00007269361,0.001095383,0.001796284,0.0002874441,0.0003386309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005513675,0.0001950665,0.001916349,0.004248126,0.0008017702,0.0000232776,0.0001920603,0.00001525926,0.7315206,0.01387829,0.001148829,0.245509],"study_design_scores_gemma":[0.001566322,0.001527703,0.0003932901,0.00113604,0.00007037956,0.00007698284,0.00001030342,0.0000125438,0.1243615,0.001466895,0.8679154,0.001462632],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001175402,0.0003770426,0.003284307,0.00008674606,0.0001626778,0.9015226,0.0002335484,0.0003287359,0.09282898],"genre_scores_gemma":[0.0004156408,0.00006038925,0.02007502,0.0002361446,0.001068951,0.8979349,0.0001077449,0.0005364897,0.0795647],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.8667666,"threshold_uncertainty_score":0.9994861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.036202625280582,"score_gpt":0.2978246800680739,"score_spread":0.2616220547874919,"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."}}