{"id":"W4381952133","doi":"10.24043/001c.82118","title":"Island Studies Journal 12(2), Book Reviews","year":2017,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Archipelagic state; History; Genealogy; Geography; Biology; Fishery","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":[0.004968375,0.0003978775,0.001193535,0.0001249092,0.02023056,0.001012368,0.0009108858,0.0001337812,0.0003647323],"category_scores_gemma":[0.003272862,0.0002532799,0.0004874644,0.00008408693,0.001351415,0.0008326026,0.000304671,0.0009122875,0.0001361119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002667386,"about_ca_system_score_gemma":0.0001970369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005708393,"about_ca_topic_score_gemma":0.01430639,"domain_scores_codex":[0.9963097,0.0005826693,0.0009258043,0.0003202904,0.0008560382,0.001005491],"domain_scores_gemma":[0.9969546,0.0003331668,0.001230203,0.0004348846,0.0007516736,0.0002955124],"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":[0.00005991571,0.00003861924,0.008869483,0.00004185244,0.001038074,0.0002737418,0.09251578,0.000002618908,0.0000017257,0.0006449255,0.8805884,0.0159249],"study_design_scores_gemma":[0.0009959725,0.0001692091,0.001036476,0.0003859226,0.0001663813,0.0002380547,0.09396648,0.000001971426,0.000001235555,0.004629623,0.8980681,0.0003405612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005870249,0.5680198,0.0002261849,0.02609371,0.01513823,0.0005764337,0.0000257925,0.00005326826,0.3839963],"genre_scores_gemma":[0.1264757,0.8051247,0.0001981349,0.0005546986,0.008694662,0.00001776883,6.302218e-7,0.00002614827,0.05890755],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3250888,"threshold_uncertainty_score":0.999992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1464269944900156,"score_gpt":0.4271291811239048,"score_spread":0.2807021866338892,"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."}}