{"id":"W4381167202","doi":"10.24043/001c.81245","title":"Island Studies Journal 5(1), 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":"","keywords":"Encyclopedia; Geography; Natural (archaeology); History; Genealogy; Library science; Media studies; Social science; Sociology; Archaeology; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.005059641,0.0003814697,0.001046243,0.0001665798,0.006708316,0.0003813615,0.0005142943,0.000163068,0.0007240165],"category_scores_gemma":[0.00226586,0.0002412706,0.0004441573,0.0002951617,0.0009917932,0.0004998691,0.0001609114,0.001650685,0.0001600437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001476136,"about_ca_system_score_gemma":0.0002205799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002682524,"about_ca_topic_score_gemma":0.01610873,"domain_scores_codex":[0.9964011,0.0005454271,0.0009539799,0.0002996902,0.0008244729,0.0009753438],"domain_scores_gemma":[0.9974195,0.0004841896,0.0006312372,0.0002446316,0.000902549,0.0003179015],"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":[0.00004290774,0.00004818468,0.003612107,0.00003321492,0.0007603124,0.0001716088,0.1079188,0.000002248424,0.00001759136,0.00130169,0.8730366,0.01305469],"study_design_scores_gemma":[0.0007326138,0.0001352044,0.0002238628,0.0001509013,0.0001291565,0.0004078209,0.09743235,0.000002005863,0.000002695681,0.00454346,0.8959231,0.0003168797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02987767,0.610662,0.0002948674,0.02549048,0.031953,0.0008203233,0.00003220194,0.0001121016,0.3007574],"genre_scores_gemma":[0.1465048,0.7922445,0.0006013286,0.001081842,0.0136145,0.00002621949,0.000001207954,0.00003784292,0.04588782],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2548696,"threshold_uncertainty_score":0.9945848,"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."}}