{"id":"W4366772832","doi":"10.21810/archpress.73","title":"The Birth of Polynesia: An Archaeological Journey Through the Kingdom of Tonga","year":2023,"lang":"en","type":"book","venue":"","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Pottery; Polynesians; Chronology; Archaeology; Subsistence agriculture; Settlement (finance); Kingdom; Geography; History; Narrative; Chiefdom; Prehistory; Human settlement; Ethnology; Genealogy; Ancient history; Sociology; Politics; Population; Art; Demography; Agriculture","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00136006,0.0001844199,0.0004625203,0.00003479953,0.001036081,0.00002545061,0.0008775649,0.0002531967,0.0001166202],"category_scores_gemma":[0.0003065262,0.00008160229,0.0002460194,0.0001861826,0.005003369,0.00005220714,0.0002298065,0.000360942,0.00003757248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004138723,"about_ca_system_score_gemma":0.0005187773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001177769,"about_ca_topic_score_gemma":0.004590262,"domain_scores_codex":[0.997853,0.0004182338,0.0004157036,0.0002242622,0.000723164,0.0003656186],"domain_scores_gemma":[0.9980293,0.00102048,0.000346973,0.0003875116,0.0001565799,0.00005918052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001979978,0.00001695817,0.000348044,0.00001316451,0.0001204853,0.00000390696,0.07004397,8.507977e-7,7.763281e-7,0.9067768,0.021654,0.001001239],"study_design_scores_gemma":[0.0001077575,0.00009878196,0.0009204868,0.00006154686,0.00005172122,0.000001181275,0.1855934,0.000001413508,0.000003282599,0.2084129,0.604587,0.0001604731],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004320514,0.0007495671,0.00008396506,0.003986121,0.0005697489,0.0002975427,0.00004385755,0.00007210204,0.9937651],"genre_scores_gemma":[0.09477171,0.001030988,0.00005584781,0.00005609221,0.0006697555,0.00001195812,0.000003307063,0.00001913816,0.9033812],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6983638,"threshold_uncertainty_score":0.9977044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09585856812492352,"score_gpt":0.352626781974447,"score_spread":0.2567682138495234,"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."}}