{"id":"W7164878613","doi":"10.1080/17153379.2007.12554716","title":"Reverse Anthropology: Indigenous Analysis of Social and Environmental Relations in New Guinea.","year":2007,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Indigenous; Social relation; Environmental sociology; Social analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006048559,0.00008419874,0.0002602176,0.0003028196,0.0004249973,0.000007811444,0.00007181352,0.0001140431,0.0003674296],"category_scores_gemma":[0.00004724043,0.00008743482,0.00008265427,0.0007067492,0.000945135,0.00006806594,0.00002770089,0.00009540372,0.00001711305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000101142,"about_ca_system_score_gemma":0.00007429112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0012943,"about_ca_topic_score_gemma":0.006966921,"domain_scores_codex":[0.9990159,0.00008306748,0.0002415175,0.0001791236,0.0001971289,0.00028326],"domain_scores_gemma":[0.9996364,0.00008586675,0.0001013946,0.00008377889,0.000008584147,0.00008401238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002300903,0.00006693323,0.329339,0.000001880155,0.0002121116,0.000008676515,0.6617821,0.000003203078,0.00004447725,0.004978546,0.0004554799,0.003084606],"study_design_scores_gemma":[0.0001608043,0.0000128436,0.09605573,0.000001957083,0.0001306121,2.854555e-7,0.8992321,0.000006655323,0.000004760601,0.0002020276,0.004107667,0.00008456688],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2510472,0.0006016466,0.001037384,0.0005498061,0.0001449825,0.0002243263,0.00007499431,0.00003606282,0.7462836],"genre_scores_gemma":[0.9963806,0.0001000535,0.0002117398,0.000002589641,0.00006150297,0.000001169544,0.00001377101,0.00000488619,0.003223669],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7453334,"threshold_uncertainty_score":0.4023096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01626964800359387,"score_gpt":0.2902411256630095,"score_spread":0.2739714776594157,"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."}}