{"id":"W4310822859","doi":"10.29173/anlk635","title":"Evidence-Based Anthropological Exploration of Lanka's People","year":2022,"lang":"en","type":"article","venue":"Ancient Lanka","topic":"Forensic Anthropology and Bioarchaeology Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Human settlement; Sri lanka; Diversification (marketing strategy); Population; Colonialism; Urbanization; Geography; Ethnocentrism; Multiculturalism; Ethnology; History; Genealogy; Archaeology; Ecology; Sociology; Anthropology; South asia; Biology; 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":[0.0002509088,0.00008856467,0.0001840751,0.00006945384,0.0008145821,0.000006039631,0.0001361066,0.00002502515,0.008356243],"category_scores_gemma":[0.00004960676,0.00006733654,0.0000688736,0.00006464591,0.005611517,0.0001333586,0.0001457438,0.0001243008,0.00003690593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002515568,"about_ca_system_score_gemma":0.00004254157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001672069,"about_ca_topic_score_gemma":0.006824328,"domain_scores_codex":[0.999149,0.0001167082,0.0001740314,0.0001779587,0.0001860873,0.000196163],"domain_scores_gemma":[0.9995311,0.0001427985,0.00008896382,0.0001371568,0.00007816018,0.00002178624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002229232,0.0003034939,0.04331643,0.00003720094,0.00005831456,0.00002561392,0.07052787,0.0001415016,0.00007119119,0.8459726,0.03832674,0.0009961009],"study_design_scores_gemma":[0.0012597,0.004647316,0.01051088,0.00007260851,0.0001284879,0.00001572733,0.5730506,0.0006632779,0.001786522,0.005634572,0.4016136,0.0006167531],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9548509,0.00386539,0.0001849963,0.03032271,0.002185743,0.0002512207,0.0001075894,0.000111223,0.008120261],"genre_scores_gemma":[0.9979237,0.0001198406,0.00004946301,0.001153436,0.0001263178,0.00004589552,0.00003595283,0.000004200127,0.0005411854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8403381,"threshold_uncertainty_score":0.9970946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1462705838401143,"score_gpt":0.2951442640706542,"score_spread":0.14887368023054,"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."}}