{"id":"W4401508115","doi":"10.2139/ssrn.4915342","title":"Life, Death and Environment at Lagore Crannog: Parasites, Land-Use and a Royal Residence in Later Prehistoric and Early Medieval Ireland","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Historical Studies of British Isles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Prehistory; Residence; Archaeology; Ancient history; Geography; History; Art; Demography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005993039,0.0001589061,0.0002634397,0.0008862599,0.005193431,0.002016989,0.0008085758,0.000654415,0.00516953],"category_scores_gemma":[0.001293821,0.0002545141,0.000109213,0.001215633,0.005847856,0.001300387,0.002518245,0.001738357,0.0003980715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009020254,"about_ca_system_score_gemma":0.003643623,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6571497,"about_ca_topic_score_gemma":0.9081658,"domain_scores_codex":[0.9995382,0.0000804895,0.000009970802,0.00004839132,0.00003518489,0.0002878141],"domain_scores_gemma":[0.999278,0.0001052669,0.000118095,0.00002466844,0.0001330947,0.0003409142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006409616,0.00009435808,0.1683178,0.000150651,0.00002427825,0.004469134,0.7812795,0.0001409933,0.001709589,0.008091305,0.003974737,0.03110673],"study_design_scores_gemma":[0.00000598268,0.00007577887,0.4952956,0.0001278045,0.00001314735,0.0007680521,0.4699839,0.00003486116,0.0002992965,0.0002960879,0.0330626,0.00003686865],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907683,0.000678205,0.00002640701,0.0006513887,0.00001108927,0.000004324947,0.0001007393,0.000002028332,0.007757536],"genre_scores_gemma":[0.993977,0.0003264381,0.00003510119,0.00008626617,0.000005430633,0.000002757852,0.00004621592,0.000005501207,0.005515288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6571497,"threshold_uncertainty_score":0.6897389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01625121220819256,"score_gpt":0.2053431428137081,"score_spread":0.1890919306055156,"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."}}