{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01560677,0.0005870837,0.001295511,0.001947627,0.01223425,0.02571921,0.002361194,0.008662581,0.003867646],"category_scores_gemma":[0.01723683,0.0003744076,0.0006047785,0.001766201,0.0246981,0.01877712,0.01123168,0.01805307,0.000816484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004763995,"about_ca_system_score_gemma":0.009600896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002900516,"about_ca_topic_score_gemma":0.008403249,"domain_scores_codex":[0.988729,0.00783238,0.0004737148,0.0007122671,0.001362465,0.0008902226],"domain_scores_gemma":[0.9589216,0.02721766,0.001214748,0.001938462,0.003714788,0.006992625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000746907,0.00007264596,0.001545898,0.001346652,0.00003237602,0.0009409302,0.1136403,0.0001258687,0.0003847441,0.476393,0.3399798,0.06546309],"study_design_scores_gemma":[0.000007086203,0.00003089708,0.0006284048,0.001569889,0.00001158657,0.0002723323,0.04944902,0.0001424323,0.00007082896,0.06756207,0.8802274,0.00002800478],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007746231,0.1178681,0.002488996,0.650876,0.1715471,0.00002230907,0.00002659218,0.00007763162,0.04934694],"genre_scores_gemma":[0.3408474,0.1406517,0.006264971,0.1841249,0.2922034,0.0001434113,0.0000780066,0.0004025792,0.03528356],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02571921,"threshold_uncertainty_score":0.08253753,"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."}}