{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001876685,0.0005091934,0.0002022399,0.0005618396,0.003113618,0.002575117,0.0003599165,0.0009673241,0.03894746],"category_scores_gemma":[0.0004040857,0.0001316347,0.0001757922,0.0005147024,0.002979906,0.002546556,0.00211398,0.002408154,0.006310452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001500133,"about_ca_system_score_gemma":0.0006950622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002812618,"about_ca_topic_score_gemma":0.00536208,"domain_scores_codex":[0.9998536,0.00005232353,0.00000362471,0.00002894633,0.00002615412,0.00003539203],"domain_scores_gemma":[0.9998964,0.00003937827,0.000009106794,0.00001079756,0.00001779617,0.00002653105],"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":[0.00007217104,0.00004264086,0.001149412,0.0005793451,0.00001072739,0.002089979,0.06716661,0.00009469042,0.0008739908,0.4523988,0.2931435,0.1823782],"study_design_scores_gemma":[0.000001711591,0.00001396838,0.0004578705,0.0001979213,0.000002092267,0.0004790942,0.004107513,0.0000110186,0.00009770469,0.003270092,0.9913578,0.000003198759],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01381005,0.04076155,0.0005874588,0.01263859,0.005420216,0.00002467435,0.0001023641,0.00009677336,0.9265584],"genre_scores_gemma":[0.2042326,0.02733624,0.0005458439,0.006626747,0.002696104,0.00008583657,0.0001383599,0.0001175399,0.7582207],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03894746,"threshold_uncertainty_score":0.1302922,"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."}}