{"id":"W4366605539","doi":"10.1007/s41982-023-00139-x","title":"Otson Tsokhio and Zuun Shovkh: the Initial Upper Palaeolithic in Eastern Mongolia","year":2023,"lang":"en","type":"article","venue":"Journal of Paleolithic Archaeology","topic":"Pleistocene-Era Hominins and Archaeology","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trent University; The Scarborough Hospital; University of Toronto","funders":"Association for Asian Studies; Trent University; American Philosophical Society; Social Sciences and Humanities Research Council of Canada; Wenner-Gren Foundation","keywords":"Lithic technology; China; Flake; Inner mongolia; Stone tool; Blade (archaeology); Geography; Debitage; Archaeology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004641338,0.0002070165,0.0005389682,0.0005727973,0.0003460152,0.00001819787,0.0006833852,0.0003213061,0.0001129437],"category_scores_gemma":[0.0009617102,0.0001504411,0.0001451608,0.000616691,0.003858205,0.0001983147,0.0004174343,0.001051469,0.00004098875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006511318,"about_ca_system_score_gemma":0.0004672904,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003584129,"about_ca_topic_score_gemma":0.02796412,"domain_scores_codex":[0.9958252,0.001754558,0.0007835171,0.000275111,0.0004962157,0.000865367],"domain_scores_gemma":[0.9977019,0.001222819,0.0003989782,0.00022866,0.0001790646,0.00026861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009065626,0.00002911712,0.8836589,0.00001583692,0.00003539036,0.0004202213,0.07395791,0.00002568313,0.00003586428,0.03393039,0.0001048642,0.007695131],"study_design_scores_gemma":[0.001056784,0.0002877104,0.9112539,0.00007198459,0.00002577653,0.0002928606,0.01004246,0.0002976195,0.00002303189,0.05511924,0.0213294,0.0001992479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649469,0.0006882235,0.0001679295,0.03063066,0.0008899436,0.0002033646,0.000005234763,0.00003094506,0.002436843],"genre_scores_gemma":[0.9954872,0.001564128,0.0002833881,0.0008432492,0.000934853,0.00001423761,0.000001721683,0.00001865456,0.000852527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06391545,"threshold_uncertainty_score":0.9988527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04643185808340169,"score_gpt":0.3449861282296978,"score_spread":0.2985542701462961,"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."}}