{"id":"W7164936005","doi":"10.1080/17153379.2008.12556156","title":"Security and Development in the Pacific Islands: Social Resilience in Emerging States.","year":2008,"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":"Resilience (materials science); Social security; Social 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":[0.0005582229,0.0001446042,0.0001055292,0.0006663554,0.001973438,0.002062435,0.0002803002,0.0005863162,0.003587021],"category_scores_gemma":[0.002356932,0.0000717915,0.0001304475,0.001138348,0.002842268,0.002704064,0.002781188,0.001447911,0.00008749299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00203473,"about_ca_system_score_gemma":0.004966862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1253554,"about_ca_topic_score_gemma":0.2544819,"domain_scores_codex":[0.9998243,0.00006850785,0.000003898238,0.00001118844,0.00001645434,0.00007562696],"domain_scores_gemma":[0.999297,0.0001865387,0.00009960542,0.00003255191,0.000102785,0.0002814283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001105885,0.0002445863,0.4042813,0.0004082258,0.0001190415,0.001298692,0.1479447,0.001957312,0.0004098637,0.2284682,0.0365851,0.1781724],"study_design_scores_gemma":[0.000008562251,0.00006887153,0.5729665,0.000880308,0.0000640325,0.0002558213,0.3188322,0.001279954,0.0002105149,0.04790959,0.05749018,0.00003345333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8364646,0.01228474,0.000566444,0.06693631,0.0001765285,0.00003054428,0.0003831818,0.00001413734,0.08314355],"genre_scores_gemma":[0.995472,0.00294891,0.00008488678,0.000281488,0.00002146168,0.000007751503,0.00003890398,0.000001743429,0.001142909],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1253554,"threshold_uncertainty_score":0.2492515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01864124262213713,"score_gpt":0.2605359516579698,"score_spread":0.2418947090358327,"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."}}