{"id":"W4289527980","doi":"10.1177/00218286221110919","title":"Astronomical and astrological diagrams from cuneiform sources","year":2022,"lang":"en","type":"article","venue":"Journal for the History of Astronomy","topic":"Historical, Religious, and Philosophical Studies","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Schematic; Astrology; Cuneiform; Sketch; Relation (database); History; Mathematics; Computer science; Ancient history; Engineering; Classics; Algorithm","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":[0.0010183,0.0004182473,0.0002896777,0.01668876,0.003367238,0.004102808,0.0005593635,0.0005940364,0.03156897],"category_scores_gemma":[0.01375338,0.0001727504,0.0001313708,0.02277717,0.003223534,0.00608988,0.00307448,0.001282923,0.001901029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003808633,"about_ca_system_score_gemma":0.002345492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01151238,"about_ca_topic_score_gemma":0.03081931,"domain_scores_codex":[0.9991393,0.0002627112,0.00008505103,0.0001052334,0.0003537195,0.00005395248],"domain_scores_gemma":[0.9941596,0.003780481,0.000363808,0.000662342,0.0008890352,0.0001447542],"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":[0.0001403599,0.00002059942,0.003245822,0.002500433,0.00002301259,0.00107073,0.1893175,0.000598577,0.002634438,0.4080923,0.08836443,0.3039919],"study_design_scores_gemma":[0.000004525915,0.000005190512,0.003137626,0.0006329975,0.000006668983,0.0002855055,0.01124676,0.0001665377,0.0005691656,0.01344626,0.9704838,0.00001499383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1267611,0.01986017,0.04152698,0.006906454,0.002324295,0.0003245921,0.02101874,0.0008986378,0.7803791],"genre_scores_gemma":[0.7926549,0.0350985,0.04406082,0.001065593,0.001079341,0.0005332608,0.02164884,0.002098044,0.1017607],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03156897,"threshold_uncertainty_score":0.1056088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04668271354064619,"score_gpt":0.203531778429081,"score_spread":0.1568490648884348,"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."}}