{"id":"W4211011170","doi":"10.1016/j.jasrep.2022.103349","title":"Using parasite analysis to identify ancient chamber pots: An example of the fifth century CE from Gerace, Sicily, Italy","year":2022,"lang":"en","type":"article","venue":"Journal of Archaeological Science Reports","topic":"Paleopathology and ancient diseases","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Regione Siciliana","keywords":"Intestinal parasite; Parasite hosting; Ceramic; Archaeology; Pottery; Trichuris trichiura; Biology; Nematode; Helminths; Zoology; Geography; Ecology; Materials science; Composite material","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002104823,0.0001210835,0.0003491746,0.0003139781,0.001040212,0.00005605874,0.0004719651,0.000021857,0.001547484],"category_scores_gemma":[0.0002675732,0.0000722874,0.0003156102,0.0007201556,0.00152808,0.0004001653,0.0005751202,0.000247373,0.000001138356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008189365,"about_ca_system_score_gemma":0.0002304211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005391375,"about_ca_topic_score_gemma":0.0002020938,"domain_scores_codex":[0.997269,0.0001972401,0.0006739218,0.0003587119,0.001140706,0.0003604539],"domain_scores_gemma":[0.9980865,0.00009154408,0.0009067659,0.0003775311,0.00028821,0.0002494497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009305683,0.0005901755,0.9226347,0.000004442638,0.0001129852,0.001677319,0.0381902,0.01160001,0.02198209,0.002533619,0.0000770158,0.0005043466],"study_design_scores_gemma":[0.00008044283,0.0002344528,0.9820075,0.00001435637,0.0002174971,0.0003252447,0.003504723,0.0002554764,0.0002057314,0.003061798,0.009957309,0.0001354418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979369,0.0003757313,0.0001212814,0.000185519,0.000839679,0.0001067221,0.00003554579,0.000008503706,0.0003901195],"genre_scores_gemma":[0.9988762,0.000009510581,0.000348601,0.0005505728,0.0001452418,0.000003108979,0.000002758713,0.000003430246,0.00006060485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05937279,"threshold_uncertainty_score":0.9993652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0921846286370241,"score_gpt":0.3324557515959972,"score_spread":0.2402711229589731,"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."}}