{"id":"W4377008151","doi":"10.24043/isj.421","title":"No future of island studies: Embracing island studies in plural","year":2023,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plural; Mainstream; Diversity (politics); Field (mathematics); History; Geography; Small island; Media studies; Sociology; Political science; Anthropology; Economic geography; Law; Philosophy; Linguistics","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003136046,0.0004537301,0.001462531,0.0004268957,0.002526744,0.0000862892,0.0004124279,0.0001796691,0.00007460691],"category_scores_gemma":[0.001445623,0.0003167508,0.0003179771,0.001243012,0.001064321,0.0003457553,0.0003325271,0.0006866775,0.00008292812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002952197,"about_ca_system_score_gemma":0.0001706164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001412587,"about_ca_topic_score_gemma":0.04911355,"domain_scores_codex":[0.9957967,0.0005124616,0.00108953,0.000455352,0.0009994345,0.001146544],"domain_scores_gemma":[0.9968305,0.00117691,0.0005102842,0.0002443242,0.001101425,0.0001365458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002578043,0.00008637224,0.02818118,0.0004228576,0.002896405,0.0005068018,0.6029648,0.0002246081,0.00002019695,0.001681808,0.3599085,0.002848646],"study_design_scores_gemma":[0.001959802,0.0002986383,0.001495575,0.0007075712,0.0001285936,0.00003715645,0.8621063,0.00003707942,0.000006459812,0.006018946,0.1267261,0.000477799],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5679379,0.2410201,0.00003133939,0.01199391,0.02462929,0.001139987,0.0002061121,0.0002485751,0.1527928],"genre_scores_gemma":[0.766718,0.2149641,0.00006265953,0.0001105369,0.004487637,0.00003194809,0.000004197804,0.00003203663,0.01358888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2591414,"threshold_uncertainty_score":0.9999285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0694299996601082,"score_gpt":0.3839473327174472,"score_spread":0.314517333057339,"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."}}