{"id":"W4223913881","doi":"10.1016/j.jaa.2022.101414","title":"Later stone age herd management strategies in western South Africa: Evaluating sheep demographics and faunal composition","year":2022,"lang":"en","type":"article","venue":"Journal of Anthropological Archaeology","topic":"Pleistocene-Era Hominins and Archaeology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Geography; Context (archaeology); Fauna; Herd; Zooarchaeology; Abundance (ecology); Juvenile; Archaeology; Pastoralism; Demographics; Middle Stone Age; Ecology; Pleistocene; Demography; Biology; Livestock; Forestry; Sociology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00185687,0.0001417865,0.0004307074,0.0003583017,0.0006602359,0.00001919395,0.0003462088,0.0001048469,0.0004344447],"category_scores_gemma":[0.00003955408,0.0001183716,0.00009476839,0.0003030469,0.004435084,0.0001393957,0.0006000546,0.0006523205,0.000001371516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000938693,"about_ca_system_score_gemma":0.00006947802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004682817,"about_ca_topic_score_gemma":0.001461984,"domain_scores_codex":[0.9968723,0.001401594,0.0005482758,0.0002404307,0.0004417742,0.0004956464],"domain_scores_gemma":[0.9991252,0.0002662145,0.0003358244,0.00008553055,0.00006017852,0.0001270089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008033192,0.0004729298,0.7854049,0.00002914394,0.0001311543,0.004702859,0.1060612,0.001486009,0.0004696586,0.09610106,0.00004611872,0.004291635],"study_design_scores_gemma":[0.002452248,0.004473548,0.7405432,0.00003442723,0.00007712963,0.0005111098,0.1473738,0.0002614664,0.00001515202,0.1011808,0.002707843,0.0003693283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915139,0.0005991306,0.001030686,0.005581961,0.0003434347,0.0001743558,0.00000595313,0.0000157831,0.0007347984],"genre_scores_gemma":[0.9956526,0.0005405361,0.003362705,0.0002444033,0.0001172572,0.00001229615,0.0000028465,0.000007447048,0.00005990914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04486173,"threshold_uncertainty_score":0.9982743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05347158057782645,"score_gpt":0.3556357299885824,"score_spread":0.302164149410756,"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."}}