{"id":"W1969874044","doi":"10.1177/1476993x08094026","title":"Qumran Calendars: A Survey of Scholarship 1980—2007","year":2008,"lang":"en","type":"article","venue":"Currents in Biblical Research","topic":"Biblical Studies and Interpretation","field":"Arts and Humanities","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Newman Theological College","funders":"","keywords":"Scholarship; History; Mesopotamia; Context (archaeology); Judaism; Classics; Presentation (obstetrics); Literature; Ancient history; Archaeology; Art; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002376741,0.0001215284,0.0002713018,0.001938455,0.0003347854,0.00008751499,0.0004313479,0.00008347691,0.002280931],"category_scores_gemma":[0.002636111,0.00009842071,0.00007224421,0.002034406,0.001144109,0.0002963742,0.0002294782,0.0008404118,0.0002616865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007232598,"about_ca_system_score_gemma":0.00008634834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004621101,"about_ca_topic_score_gemma":0.003486064,"domain_scores_codex":[0.9970806,0.0005547631,0.0004501589,0.0003087269,0.001040517,0.0005652938],"domain_scores_gemma":[0.9977446,0.0008152204,0.00005071192,0.0002422738,0.000994163,0.0001530955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004746444,0.001682638,0.6278103,0.0001878067,0.00006306639,0.00001639521,0.01041013,0.000001999859,0.00003794201,0.08122721,0.2186158,0.05947212],"study_design_scores_gemma":[0.0006017624,0.0002792967,0.703223,0.0001374463,0.00000200282,0.000001228447,0.0002401828,0.000194613,0.00005778884,0.001344075,0.2937594,0.0001591719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.953347,0.003318355,0.00001688291,0.0002947017,0.0005295192,0.0002900579,0.0001605079,0.00002820554,0.04201474],"genre_scores_gemma":[0.9977534,0.001139967,0.00001073834,0.0001194903,0.0001965585,0.00003198455,0.00002898807,0.00001449066,0.0007043729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07988313,"threshold_uncertainty_score":0.9986311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5090095295031521,"score_gpt":0.465352022184452,"score_spread":0.04365750731870016,"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."}}