{"id":"W4381325922","doi":"10.24043/001c.81226","title":"Island Studies Journal 4(1), Book Reviews","year":2009,"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":"Indigenous; Context (archaeology); Geography; Frontier; Ethnology; History; Politics; Natural resource; Genealogy; Political science; Archaeology; Ecology; Law","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":[0.004072262,0.0003882688,0.001129037,0.0001714194,0.006122367,0.0003442288,0.0004491416,0.0001240901,0.0003108178],"category_scores_gemma":[0.001376885,0.0002476943,0.0004609553,0.0003404588,0.0005373452,0.0005167676,0.00008136062,0.0008813429,0.0001128629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003004408,"about_ca_system_score_gemma":0.0001705926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001114756,"about_ca_topic_score_gemma":0.002115604,"domain_scores_codex":[0.9961687,0.0006965694,0.0009949066,0.0002945173,0.0008454543,0.0009998936],"domain_scores_gemma":[0.9978111,0.0003236548,0.0006142468,0.0002046956,0.0007594276,0.0002868483],"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":[0.00005702073,0.00005466217,0.0009372308,0.00001875745,0.0005474113,0.0002085098,0.1027561,0.000006887056,0.000002897846,0.0009704033,0.8692349,0.02520518],"study_design_scores_gemma":[0.0008267272,0.0003464,0.0003345496,0.0002893697,0.000138053,0.000319049,0.1075055,0.000001942326,0.000001348344,0.008944341,0.8809642,0.0003285605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003958393,0.7657535,0.000307986,0.02689372,0.00619664,0.0004537371,0.00001205771,0.0000643321,0.1963596],"genre_scores_gemma":[0.1130618,0.8469129,0.0002930439,0.001951142,0.006995345,0.000008570549,8.766814e-7,0.00001757184,0.03075879],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1656008,"threshold_uncertainty_score":0.9999976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08479826651094413,"score_gpt":0.4021284458480024,"score_spread":0.3173301793370583,"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."}}