{"id":"W4232153822","doi":"10.1111/j.1467-8373.2009.01396.x","title":"Reviews","year":2009,"lang":"en","type":"article","venue":"Asia Pacific Viewpoint","topic":"Southeast Asian Sociopolitical Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Library science; Media studies; Political science; Sociology; Economic history; History; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001043707,0.0001420295,0.0003207059,0.00003494395,0.0005768818,0.0000548253,0.0002267911,0.00008865548,0.0005952061],"category_scores_gemma":[0.0006526749,0.0001199941,0.0001775126,0.0003162216,0.0003305882,0.0001077176,0.00002063598,0.0001604478,0.002865784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001374664,"about_ca_system_score_gemma":0.00004971703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005772532,"about_ca_topic_score_gemma":0.00003483138,"domain_scores_codex":[0.9982384,0.000326193,0.0003069175,0.0002542798,0.0003304042,0.0005438189],"domain_scores_gemma":[0.9993164,0.00005891142,0.00007630383,0.0002555937,0.00005795324,0.0002348347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004117496,0.00006989742,0.0003984506,0.000007683829,0.0000103448,0.000006875279,0.02502191,2.970142e-8,0.00002000372,0.7925584,0.0432621,0.1386402],"study_design_scores_gemma":[0.00008795162,0.00003443819,0.002576114,0.00003671695,0.00001325628,0.000001132892,0.02485153,4.301504e-7,0.00001305998,0.05374802,0.918482,0.0001553399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0004369743,0.004819936,0.0001729306,0.06473986,0.0002906923,0.0004468072,0.000002543552,0.0001856197,0.9289047],"genre_scores_gemma":[0.986948,0.002053163,0.001037906,0.001881376,0.0007512539,0.00003288994,0.000002131186,0.00001094812,0.007282355],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.986511,"threshold_uncertainty_score":0.9979106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03864535159455101,"score_gpt":0.3418000495741097,"score_spread":0.3031546979795587,"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."}}