{"id":"W7084597189","doi":"10.17613/126tz-n7787","title":"Parallel Lives: Revitalization of an Ancient Method of Inquiry","year":2025,"lang":"en","type":"book","venue":"Scholars Crossing (Liberty University)","topic":"Advanced Mathematical Theories","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Contextualization; Virtue; Style (visual arts); Context (archaeology); Subject (documents); Biography; Middle Ages; Late Antiquity","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":[0.04169419,0.001012491,0.0008812189,0.007727885,0.006484314,0.01862479,0.003785576,0.003166923,0.005978924],"category_scores_gemma":[0.04029168,0.0007027762,0.001115932,0.003396235,0.09331143,0.02849734,0.01315453,0.008859347,0.001545285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01056064,"about_ca_system_score_gemma":0.008349696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003120045,"about_ca_topic_score_gemma":0.004560103,"domain_scores_codex":[0.9565967,0.0355838,0.001099725,0.002566347,0.003605425,0.0005478735],"domain_scores_gemma":[0.946272,0.03868217,0.001200985,0.008702746,0.003883903,0.001258187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001253814,0.000008417514,0.0001457594,0.00009644908,0.000005147654,0.00004644705,0.02968364,0.00009202657,0.00009250145,0.9529445,0.0019675,0.01490506],"study_design_scores_gemma":[0.00002537095,0.00004182292,0.0002887183,0.000645292,0.00001141653,0.0002695041,0.01203264,0.001381521,0.000372913,0.7208307,0.264066,0.00003410279],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01803499,0.01754479,0.5687087,0.04260534,0.004480688,0.0004766218,0.0001916207,0.0007517381,0.3472056],"genre_scores_gemma":[0.5514647,0.0111194,0.3565447,0.006947979,0.00362204,0.001777499,0.0001909689,0.00138604,0.06694666],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04169419,"threshold_uncertainty_score":0.2205026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05616869927625624,"score_gpt":0.3438653775149333,"score_spread":0.2876966782386771,"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."}}