{"id":"W2173403708","doi":"10.1007/978-1-4419-6300-0_5","title":"Who Benefits from Complexity? A View from Futuna","year":2010,"lang":"en","type":"book-chapter","venue":"Fundamental issues in archaeology","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Inequality; Socioeconomic status; Politics; Sociology; Epistemology; Political science; Environmental ethics; Philosophy; Law; Mathematics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00421552,0.0006447136,0.0007859467,0.001623598,0.007582629,0.01167831,0.001164353,0.005642575,0.008487374],"category_scores_gemma":[0.007191466,0.0003318834,0.0003783178,0.002122505,0.04869058,0.02568434,0.006960684,0.00718363,0.000836478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005063305,"about_ca_system_score_gemma":0.004755671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006794622,"about_ca_topic_score_gemma":0.009908036,"domain_scores_codex":[0.9982172,0.0009372977,0.00004622561,0.0001942983,0.0003245909,0.0002803747],"domain_scores_gemma":[0.9949039,0.003524909,0.0002081081,0.0004806323,0.0004265771,0.000455818],"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":[0.000007520843,0.000005504907,0.0000868874,0.00002423973,0.000002339775,0.00003453328,0.005583088,0.0000753308,0.0000312012,0.983806,0.005277897,0.005065546],"study_design_scores_gemma":[0.000006178434,0.000005665747,0.000168014,0.00006883414,0.00000391871,0.00004051284,0.003448044,0.0001436928,0.00004659026,0.9189741,0.07708771,0.000006718309],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0276625,0.02660958,0.01468496,0.3730185,0.001910976,0.00002806925,0.00006582165,0.00007757358,0.5559421],"genre_scores_gemma":[0.8739456,0.01230051,0.004771244,0.03220551,0.004036528,0.0001621469,0.00005218576,0.0002142616,0.07231194],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01167831,"threshold_uncertainty_score":0.03673708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05825211798938794,"score_gpt":0.3235177590099709,"score_spread":0.2652656410205829,"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."}}