{"id":"W1500684512","doi":"10.24043/isj.283","title":"What the Sea Portends: A Reconsideration of Contested Island Tropes","year":2013,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Scholarship; Dynamism; Isolation (microbiology); Sociology; Conservatism; Localism; Aesthetics; Epistemology; History; Political science; Philosophy; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001021523,0.0001276963,0.0003265884,0.00004763584,0.001740459,0.0003136072,0.0001539379,0.00005400666,0.0003614548],"category_scores_gemma":[0.0004214848,0.00006771457,0.0001225489,0.0001481777,0.0004361866,0.0005255718,0.00003815885,0.0002105692,0.00002414942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004025477,"about_ca_system_score_gemma":0.00008774042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003881196,"about_ca_topic_score_gemma":0.02055317,"domain_scores_codex":[0.9984668,0.0003272939,0.0004050057,0.0001219344,0.0003633054,0.0003156903],"domain_scores_gemma":[0.9984157,0.0005135281,0.0002748908,0.0001122533,0.0006221608,0.00006146802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006865292,0.00008638059,0.04252539,0.00002918298,0.001174796,0.00003340976,0.3181008,0.0000275311,0.00002870522,0.002667539,0.6054116,0.02984596],"study_design_scores_gemma":[0.001059067,0.0002343429,0.006976387,0.0001989921,0.0001015849,0.0000794389,0.8892939,0.00005449762,0.00002064984,0.01152433,0.09020989,0.0002469014],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6127181,0.0652257,0.000439476,0.08566267,0.01006095,0.001504284,0.00003673175,0.00007918905,0.2242729],"genre_scores_gemma":[0.9707278,0.02434509,0.00003364281,0.0002003666,0.0006942326,0.00001593557,0.000001053134,0.000006680586,0.003975201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5711931,"threshold_uncertainty_score":0.9995592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.049894479744134,"score_gpt":0.3241975389381877,"score_spread":0.2743030591940537,"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."}}