{"id":"W2042633059","doi":"10.1007/s10816-011-9127-y","title":"What Was Brewing in the Natufian? An Archaeological Assessment of Brewing Technology in the Epipaleolithic","year":2012,"lang":"en","type":"article","venue":"Journal of Archaeological Method and Theory","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":171,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Brewing; Circumstantial evidence; Domestication; Archaeology; Experimental archaeology; Geography; Proposition; History; Ecology; Biology; Food 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":[],"consensus_categories":[],"category_scores_codex":[0.01316456,0.0001605959,0.0004189299,0.0002094256,0.0001773012,0.000008811995,0.0006091647,0.0001691712,0.0001202172],"category_scores_gemma":[0.0003852627,0.00007133432,0.00008954968,0.0003090602,0.002308065,0.0004383499,0.0001531833,0.001054308,0.000001215456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006775751,"about_ca_system_score_gemma":0.00001584746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002577938,"about_ca_topic_score_gemma":0.00008693636,"domain_scores_codex":[0.9951045,0.003412419,0.0005177721,0.0001769412,0.0003248039,0.0004635435],"domain_scores_gemma":[0.995963,0.003540332,0.0002465419,0.0001588779,0.00001573269,0.00007556759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000086853,0.0001155394,0.8923793,0.00000925473,0.00001664687,0.00007908462,0.01009225,0.0001777425,0.00004657473,0.0438966,6.635833e-7,0.05309946],"study_design_scores_gemma":[0.0002260033,0.0005393524,0.6970012,0.00003510944,0.00001354597,0.0005036227,0.01685801,0.0001292,0.00002194282,0.2844782,0.0001270653,0.00006673187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980346,0.01027159,0.004245155,0.00437554,0.0002022812,0.0001462962,0.000002193021,0.000004357169,0.0004066057],"genre_scores_gemma":[0.9822874,0.002043288,0.01452637,0.00102552,0.0001053815,0.000002556695,0.000001634596,0.000001914539,0.000005949001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2405816,"threshold_uncertainty_score":0.8504161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03311836333086226,"score_gpt":0.3221384885348726,"score_spread":0.2890201252040104,"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."}}