{"id":"W4392082423","doi":"10.1093/oxfordhb/9780197607770.013.51","title":"Life after Lapita","year":2024,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Subsistence agriculture; Settlement (finance); Pottery; Geography; New guinea; Human settlement; Archaeology; Ethnology; Social complexity; Population; Prehistory; Mosaic; Diversity (politics); History; Anthropology; Sociology; Demography; Agriculture","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001256869,0.0002491237,0.0003062654,0.0001200294,0.0004130201,0.00007558581,0.0003464854,0.000374882,0.000211401],"category_scores_gemma":[0.00001443646,0.0002702809,0.0002482321,0.00000872824,0.0006310907,0.00006334083,0.0002983446,0.0003712682,0.00004768348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000135251,"about_ca_system_score_gemma":0.0002547185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001380477,"about_ca_topic_score_gemma":0.0002309397,"domain_scores_codex":[0.9988035,0.00003088033,0.000115393,0.0003792003,0.000360369,0.0003106575],"domain_scores_gemma":[0.9992551,0.00004046538,0.00007295459,0.0002544533,0.00007655822,0.0003005069],"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":[0.0000440953,0.000002922104,0.000005549298,0.0000323168,0.0001801494,0.0001892465,0.01111754,8.17134e-8,6.892274e-8,0.977624,0.009772167,0.001031892],"study_design_scores_gemma":[0.000100409,0.0000124964,0.000003445022,0.0001168313,0.0001913592,4.488044e-7,0.004593216,7.697516e-7,2.293182e-7,0.005148194,0.9895394,0.0002931621],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001549612,0.0007653497,0.00001847512,0.0002125555,0.0004879329,0.0002325489,0.000201714,0.0002218654,0.997844],"genre_scores_gemma":[0.004663359,0.0005558434,0.00003027583,0.00006750708,0.0003865436,0.000001089321,0.000004754392,0.00003127399,0.9942594],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9797673,"threshold_uncertainty_score":0.999975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.026598575447864,"score_gpt":0.2285074225558189,"score_spread":0.2019088471079548,"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."}}