{"id":"W4289529772","doi":"10.4000/paleorient.1487","title":"Delineating the End of a World: Reassessing the Ubaid/post-Ubaid Transition in Greater Mesopotamia","year":2022,"lang":"en","type":"paratext","venue":"Paléorient","topic":"Ancient Near East History","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Computer science","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":[0.0007117788,0.0003194952,0.0003938486,0.0002955571,0.0008226704,0.0001225931,0.0004391579,0.0000659595,0.03570782],"category_scores_gemma":[0.00002612436,0.0001972465,0.0002267748,0.0001731554,0.0005731152,0.0001084833,0.0001140733,0.0007871859,0.0007524884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003377119,"about_ca_system_score_gemma":0.0002231308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008885756,"about_ca_topic_score_gemma":0.002731065,"domain_scores_codex":[0.9976005,0.0003882277,0.0006377748,0.0003908872,0.0006151854,0.0003674305],"domain_scores_gemma":[0.9986987,0.0001760849,0.0004124682,0.0005090816,0.0001640769,0.00003966547],"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":[0.0003088079,0.000384554,0.000166983,0.0006785765,0.0002612776,0.00005612375,0.7162304,0.002508119,0.0001936094,0.02772513,0.2371229,0.0143635],"study_design_scores_gemma":[0.0002682453,0.00006582682,0.0001156792,0.0002475845,0.00008688574,0.000005099085,0.01488201,0.000410772,0.00003294455,0.00005596422,0.9835665,0.0002625026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08075405,0.009678531,0.0002253118,0.003151956,0.01235616,0.001822436,0.001112049,0.00008037271,0.8908191],"genre_scores_gemma":[0.7831872,0.00005649135,0.00003670168,0.001032052,0.001681466,0.0002477211,0.0004685938,0.00008820113,0.2132016],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7464436,"threshold_uncertainty_score":0.9671966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02540037211686267,"score_gpt":0.2363938616598172,"score_spread":0.2109934895429545,"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."}}