{"id":"W4381802613","doi":"10.24043/001c.82016","title":"Island Studies Journal 12(1), 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":false,"ca_institutions":"","funders":"","keywords":"Library science; History; Computer science","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":[0.004990322,0.0003972613,0.001193795,0.0001243281,0.02033887,0.00101444,0.0009224157,0.0001337432,0.0003505322],"category_scores_gemma":[0.003288223,0.0002529451,0.0004903941,0.00008373645,0.001362931,0.0008331313,0.0003139454,0.0009152302,0.0001353998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002654027,"about_ca_system_score_gemma":0.0001949211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005659925,"about_ca_topic_score_gemma":0.01458202,"domain_scores_codex":[0.9963079,0.000590814,0.0009237754,0.0003203554,0.0008541612,0.001002992],"domain_scores_gemma":[0.9969494,0.000334745,0.001227141,0.0004445516,0.0007488371,0.0002953357],"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":[0.00006000016,0.00003898748,0.009165248,0.00004166999,0.001045188,0.0002727601,0.09370038,0.00000262353,0.000001689943,0.0006556623,0.8795716,0.01544417],"study_design_scores_gemma":[0.0009897761,0.0001647254,0.001008797,0.0003874837,0.0001662858,0.000238333,0.09478039,0.00000200345,0.00000120436,0.004641731,0.8972795,0.0003397515],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005625866,0.5689802,0.0002125093,0.02517348,0.01456795,0.0005625348,0.0000251574,0.00005182303,0.3848004],"genre_scores_gemma":[0.1284537,0.8048195,0.0002020991,0.0005422555,0.008373475,0.00001759012,6.213772e-7,0.0000258739,0.05756485],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3272356,"threshold_uncertainty_score":0.9999923,"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."}}