{"id":"W7164892159","doi":"10.1080/17153379.2023.12558405","title":"Papua New Guinea: Government, Economy and Society.","year":2023,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003668086,0.0009340477,0.0003506494,0.001599594,0.00144914,0.002283265,0.0007697733,0.00138213,0.03831159],"category_scores_gemma":[0.001067114,0.0004336639,0.0001325529,0.004496106,0.001482154,0.005753178,0.001658179,0.001647171,0.002935372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002015382,"about_ca_system_score_gemma":0.003626987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08354782,"about_ca_topic_score_gemma":0.1369639,"domain_scores_codex":[0.9998859,0.00004705645,0.00001034016,0.00001448243,0.00001287116,0.00002929424],"domain_scores_gemma":[0.9997473,0.00009068938,0.00003767359,0.00002057416,0.00005356663,0.0000502587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000195288,0.00008797034,0.01284173,0.002574193,0.00004417879,0.002183181,0.01425208,0.0005935532,0.001214651,0.1435858,0.3715902,0.4508371],"study_design_scores_gemma":[0.00001096435,0.00005367274,0.03429298,0.001954052,0.00002456087,0.001143035,0.01627021,0.0002215913,0.0003093558,0.01385022,0.9318475,0.00002179796],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02136321,0.7223601,0.0007992357,0.03747701,0.005416256,0.00006534741,0.002217263,0.0002039435,0.2100976],"genre_scores_gemma":[0.3322457,0.3628567,0.002759636,0.003597449,0.002491505,0.0004213795,0.001532204,0.0001472595,0.2939482],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08354782,"threshold_uncertainty_score":0.166123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173909500034972,"score_gpt":0.2518036126850381,"score_spread":0.234412662681541,"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."}}