{"id":"W3154211925","doi":"10.1016/j.ara.2021.100282","title":"Identity and community structure in Neolithic Man Bac, northern Vietnam","year":2021,"lang":"en","type":"article","venue":"Archaeological Research in Asia","topic":"Forensic Anthropology and Bioarchaeology Studies","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"James Cook University; National Museum of Nature and Science; Japan Society for the Promotion of Science; Australian Research Council; Meiji University","keywords":"Identity (music); Elite; Politics; Ethnology; Genealogy; Structuring; Geography; Sociology; Gender studies; History; Anthropology; Aesthetics; Political science; Law; Art","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":[0.0002480311,0.00009380295,0.0001347998,0.001211026,0.002112715,0.0008746922,0.0003321198,0.0001461354,0.001565969],"category_scores_gemma":[0.0005747511,0.0001853978,0.00006669662,0.001366652,0.0008875837,0.0004706294,0.0008286194,0.0002418161,0.0001292212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001721985,"about_ca_system_score_gemma":0.001852777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1915075,"about_ca_topic_score_gemma":0.3847536,"domain_scores_codex":[0.9998,0.0000527818,0.00001058889,0.0000329916,0.00001730067,0.00008632032],"domain_scores_gemma":[0.999612,0.00004695598,0.0001031579,0.00001128819,0.00006540914,0.0001611226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008669307,0.00009319996,0.8553817,0.00003837136,0.0000153284,0.0004514997,0.1289409,0.00006340163,0.0009630901,0.001205617,0.0002324396,0.01252783],"study_design_scores_gemma":[0.000003406303,0.00004321106,0.8224887,0.00003109996,0.000006253783,0.0001834092,0.1755105,0.0001576558,0.00009011706,0.0001674354,0.001313655,0.000004498661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993927,0.00004464214,0.00001462087,0.00002709049,9.69488e-7,0.000002807416,0.00002215845,2.283161e-7,0.0004946878],"genre_scores_gemma":[0.9993531,0.00004742992,0.00002927952,0.000008387844,6.253242e-7,0.000003789889,0.00002394621,3.474812e-7,0.0005331677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1915075,"threshold_uncertainty_score":0.3807856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.156097354507893,"score_gpt":0.3873320034221342,"score_spread":0.2312346489142412,"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."}}