{"id":"W4294805315","doi":"10.5206/mt.v2i1.14357","title":"Exploring the Mysteries of Babylonian Astronomy with Maple","year":2022,"lang":"en","type":"article","venue":"Maple Transactions","topic":"Ancient Near East History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Maple; Replicate; Planet; Simple (philosophy); Mars Exploration Program; Computer science; History; Astrobiology; Epistemology; Mathematics; Astronomy; Philosophy; Physics; Law; Statistics; Biology; Political science; Ecology","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":[0.002440667,0.0003972481,0.0002402357,0.001052338,0.00122869,0.003362893,0.0007346401,0.0005135282,0.01061036],"category_scores_gemma":[0.007188824,0.0003386261,0.0002687371,0.0008762705,0.005056615,0.005758455,0.002458426,0.00157595,0.001580728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00187388,"about_ca_system_score_gemma":0.0008121394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003609564,"about_ca_topic_score_gemma":0.004787641,"domain_scores_codex":[0.9993947,0.0002732407,0.00002415598,0.0001075048,0.0001631593,0.00003712958],"domain_scores_gemma":[0.9979731,0.00119755,0.0001382069,0.0004245838,0.0001839166,0.00008255516],"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":[0.0001772554,0.00002159315,0.00443096,0.0001687969,0.00002745187,0.0002257706,0.01083771,0.009750719,0.002372419,0.866577,0.01383985,0.09157058],"study_design_scores_gemma":[0.00004609622,0.00009260108,0.004545967,0.0002730471,0.00002450525,0.0004890172,0.002808294,0.03397642,0.006720582,0.4440002,0.5069217,0.0001016106],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2101667,0.004708194,0.4690758,0.018711,0.0005505639,0.00008129309,0.0008386961,0.003625895,0.2922418],"genre_scores_gemma":[0.7390509,0.002307282,0.2164395,0.0007900025,0.0001792696,0.0001314188,0.0002773321,0.0009817658,0.03984255],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01061036,"threshold_uncertainty_score":0.03549522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.083966929413291,"score_gpt":0.1758723912945005,"score_spread":0.09190546188120953,"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."}}