{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003271144,0.0001799637,0.0002162859,0.0005325538,0.005097982,0.005654723,0.001069029,0.001065163,0.003861431],"category_scores_gemma":[0.006034554,0.0001761427,0.0001611543,0.0007349104,0.009852139,0.006357317,0.009979786,0.001864437,0.0002893365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002875324,"about_ca_system_score_gemma":0.005171091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01344512,"about_ca_topic_score_gemma":0.02237034,"domain_scores_codex":[0.9988732,0.0005910396,0.00005229806,0.000133215,0.00011427,0.0002360055],"domain_scores_gemma":[0.998145,0.000603918,0.0002728907,0.000290665,0.0002508122,0.0004367699],"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":[0.00004150178,0.0000760479,0.01884256,0.0001806714,0.00002488601,0.0009941789,0.1199398,0.008563353,0.00162216,0.7141439,0.008821055,0.1267501],"study_design_scores_gemma":[0.0000256464,0.0001432832,0.01569791,0.0005811626,0.0000380577,0.0004264701,0.2159335,0.007676093,0.0009550128,0.4374287,0.3210411,0.00005298593],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5964628,0.002051547,0.03690643,0.02578216,0.0001952619,0.0001554989,0.00005116213,0.0001368492,0.3382583],"genre_scores_gemma":[0.9906825,0.0005576307,0.003698358,0.000353978,0.00002404792,0.00003611275,0.00001555075,0.00001903669,0.00461271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01344512,"threshold_uncertainty_score":0.0267337,"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."}}