{"id":"W7164942388","doi":"10.1080/17153379.2017.12559259","title":"Idyllic No More: Pacific Island Climate, Corruption and Development Dilemmas.","year":2017,"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":"Language change","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":[0.00235297,0.0002966325,0.0002863737,0.0009005204,0.006384333,0.00627208,0.0009815608,0.005984246,0.009687905],"category_scores_gemma":[0.006436617,0.0001301304,0.0002060139,0.001393001,0.008576314,0.006159451,0.004011377,0.006421065,0.0005017924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004428542,"about_ca_system_score_gemma":0.006804763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04142408,"about_ca_topic_score_gemma":0.09487588,"domain_scores_codex":[0.9990627,0.0005587335,0.00001606531,0.00005222265,0.0001279776,0.0001822159],"domain_scores_gemma":[0.9972963,0.001215382,0.0002014267,0.00008799345,0.0004046849,0.0007942934],"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":[0.00006899538,0.00009076764,0.004703235,0.000169062,0.00002689383,0.0008927751,0.009428594,0.001135546,0.00009114324,0.6558032,0.276731,0.05085883],"study_design_scores_gemma":[0.00003872475,0.00002724283,0.01275592,0.0007799451,0.00002819712,0.0003408777,0.04838604,0.001465941,0.0001606672,0.5555578,0.3804049,0.00005379979],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01951764,0.02108748,0.0006716122,0.6877575,0.001192526,0.00002136968,0.0001154619,0.00002027388,0.2696162],"genre_scores_gemma":[0.8302739,0.03227408,0.001195266,0.0742631,0.002468401,0.000096288,0.0001068633,0.00004978391,0.05927229],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04142408,"threshold_uncertainty_score":0.08236593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02286298178574055,"score_gpt":0.2785676439583816,"score_spread":0.255704662172641,"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."}}