{"id":"W4415449029","doi":"10.33137/aestimatio.v5.45502","title":"Review of: The Greco-Egyptian Magical Formularies: Libraries, Books, and Individual Recipes edited by C. A. Faraone and S. T. Tovar","year":2025,"lang":"en","type":"article","venue":"Aestimatio Sources and Studies in the History of Science","topic":"Historical, Religious, and Philosophical Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History of the book; History of science; Narrative; Style (visual arts)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001075457,0.0009974488,0.001334571,0.005505832,0.0009478768,0.004755775,0.00113386,0.001469803,0.06740105],"category_scores_gemma":[0.004950176,0.0004473566,0.0004538287,0.01117439,0.001389265,0.004104178,0.001599591,0.001974287,0.03471458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002355155,"about_ca_system_score_gemma":0.006020736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007735945,"about_ca_topic_score_gemma":0.0164992,"domain_scores_codex":[0.9991691,0.0001112238,0.00009768389,0.000120247,0.0004391491,0.00006265221],"domain_scores_gemma":[0.9970715,0.0007412853,0.0003288897,0.0001232657,0.001482361,0.0002527424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001443073,0.000008958374,0.00009666781,0.004223744,0.00001976416,0.00004884294,0.0001633168,0.00006154901,0.0001831475,0.004157335,0.8161561,0.1748659],"study_design_scores_gemma":[9.442176e-7,0.000002167226,0.0002278652,0.001147585,0.000004491167,0.00004302572,0.00008354725,0.000004178227,0.00002837844,0.0001959947,0.9982587,0.000003201496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002048304,0.942652,0.0001745052,0.01424568,0.01474224,0.00001365229,0.0004229272,0.00005294761,0.02749128],"genre_scores_gemma":[0.002301036,0.9273609,0.0002752184,0.005150116,0.008454852,0.00001619872,0.0006731888,0.00006866027,0.05569978],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06740105,"threshold_uncertainty_score":0.225479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06874112215611941,"score_gpt":0.2684079395494776,"score_spread":0.1996668173933582,"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."}}