{"id":"W2243546355","doi":"10.5539/jmbr.v6n1p1","title":"Methodical Approaches to the Study of Human Chromosomal Q-Heterochromatin Variability","year":2015,"lang":"en","type":"article","venue":"Journal of Molecular Biology Research","topic":"Chromosomal and Genetic Variations","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heterochromatin; Karyotype; Chromosome; Genetics; Human genome; Genome; Biology; Population; Computational biology; Evolutionary biology; Gene; Sociology; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006421662,0.0000896878,0.0002664209,0.00004142109,0.0001780938,0.00002826094,0.0007054916,0.000101581,0.0000705268],"category_scores_gemma":[0.001115966,0.00002845371,0.0001010246,0.0005448646,0.0001662872,0.00002611176,0.0002956885,0.0003695363,0.000007617276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003397952,"about_ca_system_score_gemma":0.00005632082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001278424,"about_ca_topic_score_gemma":0.0001641465,"domain_scores_codex":[0.9956349,0.002926114,0.0004633794,0.0001937844,0.0005218716,0.0002599695],"domain_scores_gemma":[0.9986093,0.0005124006,0.0001127669,0.0001305263,0.000425483,0.0002095317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00007613286,0.001050698,0.02071108,0.000003417009,0.00008083943,0.00001215062,0.001041629,0.00005464971,0.9690502,0.001083977,0.0001637551,0.006671421],"study_design_scores_gemma":[0.003637143,0.06875665,0.6275042,0.00008067717,0.0001888376,0.000464451,0.01765196,0.0002956143,0.2031343,0.06979783,0.007800899,0.0006874427],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955215,0.0000873993,0.0001519505,0.003475835,0.00006561345,0.0003609086,0.000007117535,0.000003885561,0.0003257359],"genre_scores_gemma":[0.998936,0.000001159106,0.0007760731,0.00003708359,0.0002185289,0.00001455847,0.000003539728,9.257724e-7,0.00001215714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7659159,"threshold_uncertainty_score":0.2225633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3619172284389015,"score_gpt":0.4119269330732198,"score_spread":0.05000970463431831,"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."}}