{"id":"W4381112635","doi":"10.24043/001c.81194","title":"Island Studies Journal 3(1), Book Reviews","year":2008,"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":"History; Library science; 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":[0.003319,0.0003896014,0.001170638,0.0001730895,0.009848013,0.0001679014,0.0004424139,0.0001243474,0.0004124264],"category_scores_gemma":[0.001505053,0.0002500706,0.0004835518,0.0003448929,0.00117168,0.0005078419,0.0001483581,0.0009044375,0.0001670792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003052495,"about_ca_system_score_gemma":0.0002565005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002708561,"about_ca_topic_score_gemma":0.003241258,"domain_scores_codex":[0.9959958,0.0007687651,0.001015025,0.0002993659,0.0009284953,0.0009925724],"domain_scores_gemma":[0.9975708,0.0004367369,0.0006260588,0.0002085481,0.0008616417,0.0002961802],"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":[0.00004649993,0.00004279642,0.004662197,0.00002610774,0.0007692367,0.0004734221,0.1545108,0.000006210534,0.000001423403,0.000292672,0.8355111,0.003657607],"study_design_scores_gemma":[0.0008685089,0.000188582,0.0003496853,0.0002170936,0.0001117121,0.001208562,0.1100459,0.000001659094,0.000001296725,0.001818937,0.8848615,0.0003265406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01256421,0.8099869,0.0002743519,0.01023591,0.007949396,0.000456829,0.0000161377,0.00006410397,0.1584521],"genre_scores_gemma":[0.0871162,0.8633966,0.0002419184,0.0007424215,0.00587395,0.00001548805,7.721745e-7,0.00002289481,0.04258977],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1158623,"threshold_uncertainty_score":0.9999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1368722782338531,"score_gpt":0.3902678421993009,"score_spread":0.2533955639654478,"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."}}