{"id":"W2401920298","doi":"10.24043/isj.291","title":"Managing migration, scaling sovereignty on islands","year":2014,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Sovereignty; Argument (complex analysis); Political economy; State (computer science); Politics; Human rights; Corporate governance; Political science; Scholarship; Sociology; Law; Economics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001529319,0.0001531368,0.0002838795,0.00008736676,0.003096122,0.0001603789,0.000170987,0.00006010603,0.0001313603],"category_scores_gemma":[0.0003295518,0.0001086248,0.0001240096,0.0001611355,0.0001795128,0.0001216524,0.00003805755,0.000264695,0.00005343465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008791711,"about_ca_system_score_gemma":0.00003572129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005383496,"about_ca_topic_score_gemma":0.003009882,"domain_scores_codex":[0.9983706,0.0002438749,0.000278344,0.0001804993,0.0004829609,0.0004437447],"domain_scores_gemma":[0.9991651,0.0002799234,0.0001426751,0.0001120187,0.000201662,0.00009861298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002272321,0.000137255,0.03834309,0.00005399369,0.0009141156,0.00005572643,0.3387567,0.0007708088,0.00000580231,0.1770109,0.3549024,0.08882201],"study_design_scores_gemma":[0.001104565,0.0002481118,0.001523417,0.0001806718,0.00006669715,0.0000222355,0.1817553,0.0004267399,0.000007181698,0.06993492,0.7443188,0.0004113688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02176437,0.001568537,0.002443442,0.008189051,0.002339811,0.000114364,0.000005108475,0.0000608973,0.9635144],"genre_scores_gemma":[0.9862933,0.006331865,0.00009255626,0.0003651532,0.002410567,0.000003884044,0.000001078975,0.000009965596,0.004491601],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.964529,"threshold_uncertainty_score":0.9982017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02981976514303747,"score_gpt":0.3164954867242818,"score_spread":0.2866757215812444,"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."}}