{"id":"W2767756275","doi":"10.5744/bi.2017.1008","title":"Pursuit of Famine: Investigating Famine in Bioarchaeological Literature","year":2017,"lang":"en","type":"article","venue":"Bioarchaeology International","topic":"Forensic Anthropology and Bioarchaeology Studies","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Famine; Bioarchaeology; History; Economic shortage; Population; Geography; Osteology; Anthropology; Ethnology; Sociology; Archaeology; Demography","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004533326,0.0002376969,0.0004180917,0.0003370719,0.000450932,0.00003497951,0.001229607,0.000229716,0.000963957],"category_scores_gemma":[0.0008278994,0.0001890069,0.0001197346,0.0000364232,0.1336471,0.0002479161,0.001235222,0.000420085,0.00002930369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003261005,"about_ca_system_score_gemma":0.000045689,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009465515,"about_ca_topic_score_gemma":0.08713879,"domain_scores_codex":[0.9983479,0.0001004292,0.0004920118,0.0004046524,0.0002507085,0.0004042449],"domain_scores_gemma":[0.9986889,0.0002147391,0.000362505,0.000385603,0.0002893297,0.0000589202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0000672771,0.00006627195,0.299181,0.00001451474,0.00008727792,0.00008286125,0.01292716,6.114829e-7,0.00006457747,0.6858755,0.0004736749,0.001159319],"study_design_scores_gemma":[0.006572479,0.001969849,0.5937302,0.0006456258,0.0000942821,0.0003394769,0.0905204,0.0008375345,0.003647899,0.2373237,0.06277647,0.00154218],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8675767,0.0007325692,0.00002226546,0.1136034,0.003051496,0.0001946312,0.0001661991,0.00005086007,0.01460187],"genre_scores_gemma":[0.9938412,0.0002390998,0.0007163173,0.0005226334,0.0005879502,0.00002762963,0.0001041501,0.0000120034,0.003949052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4485518,"threshold_uncertainty_score":0.9999493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0513102048419477,"score_gpt":0.3102015559065152,"score_spread":0.2588913510645675,"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."}}