{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009434075,0.0006280465,0.0005244664,0.0009736221,0.004380825,0.008794359,0.0008984627,0.001759717,0.07211562],"category_scores_gemma":[0.002221785,0.0003020502,0.0003555481,0.0007440807,0.001589665,0.005955884,0.004616121,0.004115052,0.02316342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001621,"about_ca_system_score_gemma":0.00299271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00762721,"about_ca_topic_score_gemma":0.02553724,"domain_scores_codex":[0.9993455,0.0001135027,0.00002010106,0.0001349983,0.0002607049,0.0001251788],"domain_scores_gemma":[0.9987533,0.0002284111,0.00004860622,0.00008429206,0.000399932,0.0004855047],"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":[0.00001542826,0.00001270494,0.0002661899,0.000077772,0.000004471958,0.0001256106,0.001217287,0.00003804131,0.0001677368,0.02950305,0.9180858,0.050486],"study_design_scores_gemma":[6.419464e-7,0.000003935141,0.0001150344,0.00003932772,0.00000103267,0.00003058255,0.0003334378,0.000008441564,0.00002188198,0.0008154529,0.9986283,0.000002003166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004451555,0.07947595,0.001318622,0.1452876,0.1014069,0.00003549153,0.000328221,0.0004519089,0.6672438],"genre_scores_gemma":[0.01651616,0.01983936,0.0005208113,0.009588828,0.006780437,0.00002077468,0.0001415873,0.000342987,0.9462491],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07211562,"threshold_uncertainty_score":0.2412508,"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."}}