{"id":"W4381187093","doi":"10.24043/001c.81308","title":"Island Studies Journal 7(1), Book Reviews","year":2012,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.006177484,0.0003776966,0.001053177,0.0001556257,0.006078863,0.0002450957,0.0003847029,0.0001251697,0.0005458346],"category_scores_gemma":[0.001563352,0.000237701,0.0004331499,0.0002983281,0.0006810265,0.0008359818,0.0001609298,0.000852999,0.0002234758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000329378,"about_ca_system_score_gemma":0.0001310606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001837945,"about_ca_topic_score_gemma":0.001850643,"domain_scores_codex":[0.9958029,0.0008818945,0.0009314562,0.0002162479,0.0008295512,0.001337904],"domain_scores_gemma":[0.9976723,0.0004667591,0.000619765,0.0001948657,0.0006328584,0.0004134977],"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":[0.00003617652,0.0000607946,0.01032539,0.00003546711,0.0008341572,0.0000484329,0.1727228,0.000002117494,0.000001623137,0.0008434086,0.8069623,0.008127294],"study_design_scores_gemma":[0.0005920528,0.0001084298,0.0003974505,0.0002021157,0.0001608456,0.0003138158,0.1588636,6.986291e-7,0.000001268815,0.001392741,0.8376724,0.0002944968],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005004056,0.8395175,0.0002363196,0.00673858,0.01048852,0.0003448429,0.00001188415,0.0000423818,0.1376159],"genre_scores_gemma":[0.1635827,0.7906089,0.0002859207,0.000857409,0.01307432,0.00001981298,8.870215e-7,0.00002721154,0.03154287],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1585786,"threshold_uncertainty_score":0.9952151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1190614119657615,"score_gpt":0.4108154493583797,"score_spread":0.2917540373926182,"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."}}