{"id":"W4292111250","doi":"10.33137/aestimatio.v2i2.39089","title":"Jacques Sesiano, An Ancient Greek Treatise on Magic Squares","year":2022,"lang":"en","type":"article","venue":"Aestimatio Sources and Studies in the History of Science","topic":"Historical Astronomy and Related Studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Magic square; Extant taxon; MAGIC (telescope); Arithmetic function; Arabic; Classics; Mathematics; Philosophy; History; Linguistics; Combinatorics; Discrete mathematics","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":[0.0005666146,0.0001152093,0.0001949189,0.0001230055,0.0009297398,0.000008771462,0.000325984,0.000007044594,0.00005463254],"category_scores_gemma":[0.00001428416,0.00007728025,0.00003636082,0.00027238,0.002527798,0.0001312185,0.0001357918,0.0001473291,0.00000215771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002837717,"about_ca_system_score_gemma":0.0000668283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002446992,"about_ca_topic_score_gemma":0.000006916695,"domain_scores_codex":[0.9989294,0.00008805719,0.0001947851,0.000250955,0.0003424171,0.0001944092],"domain_scores_gemma":[0.9995215,0.0001026132,0.0001206803,0.0001773666,0.00004207834,0.00003574858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001276208,0.001664959,0.05213018,0.00009607913,0.000148483,0.00002829147,0.7273332,0.01674443,0.0003499826,0.07749346,0.03317881,0.09070449],"study_design_scores_gemma":[0.002325573,0.005412203,0.05780876,0.000232694,0.0002391082,0.00003315257,0.4372673,0.01294952,0.000122812,0.01724839,0.4649096,0.001450862],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717414,0.01116276,0.0001690514,0.0003230418,0.000727194,0.0001963096,0.00001650064,0.00001539529,0.01564832],"genre_scores_gemma":[0.9984391,0.0000237878,0.0003483112,0.00008772671,0.00002732774,0.0000428048,0.000001345615,0.000003514634,0.001026042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4317308,"threshold_uncertainty_score":0.9313778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03959457116829524,"score_gpt":0.2840448341158313,"score_spread":0.244450262947536,"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."}}