{"id":"W4393935943","doi":"10.1515/9781531505189","title":"Beyond Hostile Islands","year":2024,"lang":"en","type":"book","venue":"Fordham University Press eBooks","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002032041,0.0002515455,0.0003334195,0.0001227626,0.0008497927,0.00009526003,0.0004656019,0.0005116537,0.0001466839],"category_scores_gemma":[0.00001025002,0.0002616377,0.0002575269,0.00002498836,0.0004239795,0.00006158765,0.0002897772,0.000496635,0.00009457329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003186069,"about_ca_system_score_gemma":0.0005305107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007879755,"about_ca_topic_score_gemma":0.001137858,"domain_scores_codex":[0.9985809,0.00007055321,0.0001230007,0.0003995197,0.0004036456,0.0004224154],"domain_scores_gemma":[0.999325,0.0001029827,0.00009012932,0.0002543524,0.00009254006,0.0001350131],"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":[0.00001881507,0.000004302648,0.00000154825,0.00005023686,0.0001110734,0.0001536995,0.01248261,2.601753e-7,8.474142e-8,0.4474337,0.5383076,0.001436042],"study_design_scores_gemma":[0.0001695611,0.00004080269,0.000001140801,0.00009936131,0.0001764038,0.000001182077,0.005740412,0.000004476522,9.181486e-7,0.00447971,0.9889697,0.0003163743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006542059,0.0004165169,0.00003448016,0.00007434624,0.001358759,0.0003331986,0.0003996739,0.0002409184,0.9971356],"genre_scores_gemma":[0.000907144,0.0004396289,0.0000293842,0.00002404813,0.0007928438,0.000001102134,0.00005579175,0.00002934214,0.9977207],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.450662,"threshold_uncertainty_score":0.9999836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01691801516713587,"score_gpt":0.2285065551811899,"score_spread":0.211588540014054,"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."}}