{"id":"W4381187774","doi":"10.24043/001c.81285","title":"Island Studies Journal 5(2), Book Reviews","year":2010,"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":"Canada Research Chairs","keywords":"History; Library science; Computer science","routes":{"ca_aff":false,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.005099598,0.0003823597,0.001045517,0.0001676014,0.006734213,0.0003754439,0.0005089204,0.0001634918,0.0007624194],"category_scores_gemma":[0.00228112,0.0002417588,0.0004413552,0.0002968507,0.0009858521,0.0005004967,0.0001564273,0.001657368,0.0001626588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001473023,"about_ca_system_score_gemma":0.0002199583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002602505,"about_ca_topic_score_gemma":0.01618227,"domain_scores_codex":[0.996392,0.0005461909,0.0009556137,0.0002999069,0.0008273227,0.0009790398],"domain_scores_gemma":[0.9974126,0.0004876764,0.0006322987,0.0002395283,0.0009066213,0.0003212396],"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":[0.00004302537,0.00004699925,0.003637293,0.00003276356,0.0007438101,0.0001677533,0.1044127,0.000002089542,0.00001733954,0.001249446,0.8771331,0.01251366],"study_design_scores_gemma":[0.0007384591,0.0001389365,0.0002335126,0.0001503791,0.000129234,0.0004089468,0.09817402,0.000001801282,0.000002787863,0.004623133,0.8950813,0.0003174735],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03046175,0.6082639,0.0003156782,0.02741583,0.03335714,0.0008419188,0.00003307942,0.0001122005,0.2991985],"genre_scores_gemma":[0.1507314,0.7879298,0.0005753922,0.001082162,0.01413541,0.00002579529,0.000001220078,0.00003789687,0.04548085],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2537177,"threshold_uncertainty_score":0.9945589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06760312087333258,"score_gpt":0.3940071345704563,"score_spread":0.3264040136971237,"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."}}