{"id":"W7084766874","doi":"10.64628/aam.9cqr4ym7v","title":"Epstein’s ‘birthday book’ transforms private notes into a legacy record","year":2025,"lang":"en","type":"article","venue":"","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Government (linguistics); Perspective (graphical); Process (computing); Work (physics); Legislation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003078615,0.0004427428,0.0003965145,0.001171645,0.004145145,0.008945066,0.0009468812,0.004809008,0.01755227],"category_scores_gemma":[0.01935753,0.0003695024,0.0002283242,0.001017628,0.009708398,0.01322515,0.003166727,0.01111237,0.00797303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002563303,"about_ca_system_score_gemma":0.001852933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003587472,"about_ca_topic_score_gemma":0.006005403,"domain_scores_codex":[0.9979156,0.0007888806,0.000110619,0.0002492761,0.0007021383,0.000233534],"domain_scores_gemma":[0.9916632,0.005562776,0.0003303605,0.0009447029,0.0009760332,0.0005229129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002062416,0.00000685923,0.00006877857,0.00002237274,0.00000259263,0.00006379822,0.001418118,0.00002049224,0.0001025439,0.5442712,0.4362168,0.01778593],"study_design_scores_gemma":[0.000001994006,0.00000255329,0.00003310302,0.00003048481,0.000001203309,0.00006412347,0.0003378941,0.00002395973,0.0001144773,0.04489854,0.9544837,0.000007890335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002669052,0.02045043,0.01618902,0.4412534,0.08156539,0.00001978044,0.000294279,0.0004710748,0.4370876],"genre_scores_gemma":[0.09486985,0.01057078,0.005421117,0.1233721,0.04262686,0.00007620226,0.0002068465,0.001210795,0.7216455],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01755227,"threshold_uncertainty_score":0.05871826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006937459731848467,"score_gpt":0.238492863085361,"score_spread":0.2315554033535125,"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."}}