{"id":"W2270848730","doi":"","title":"Digital Review of Asia Pacific 2005/2006 [Book Review]","year":2007,"lang":"en","type":"article","venue":"Media international Australia, incorporating culture and policy","topic":"Diverse Global Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asia pacific; Library science; South asia; Chin; Geography; Asian studies; Political science; China; Media studies; History; Ethnology; Sociology; Archaeology; Computer science; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001218871,0.000146144,0.0002708176,0.0001006875,0.0001599397,0.00007255511,0.0003291967,0.00007557691,0.0004828578],"category_scores_gemma":[0.004161809,0.0001170797,0.00009837588,0.0003729489,0.0005031312,0.0004381274,0.0001066606,0.0001833018,0.000084254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001467985,"about_ca_system_score_gemma":0.0001703791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009776111,"about_ca_topic_score_gemma":0.0003883425,"domain_scores_codex":[0.9979898,0.00006303278,0.000438028,0.0002032137,0.0009657649,0.0003401198],"domain_scores_gemma":[0.998714,0.0001444833,0.0003072422,0.0001069914,0.00050805,0.0002192292],"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":[0.000007754692,0.00004627962,0.003740216,0.001036826,0.00006367963,0.00001692445,0.001228979,9.822259e-8,0.00002920797,0.0501841,0.9318841,0.01176189],"study_design_scores_gemma":[0.0001019898,0.00002302571,0.001009002,0.004696595,0.00001712259,0.000004432336,0.0008501573,1.68896e-7,0.00003415184,0.0009980054,0.9921463,0.0001190516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0005195378,0.1013822,0.00002281893,0.03941362,0.0006510335,0.0007653419,0.0005373341,0.00006867929,0.8566394],"genre_scores_gemma":[0.07700056,0.6079098,0.0009986833,0.0109257,0.004696826,0.00004641536,0.000479404,0.00002626701,0.2979164],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.558723,"threshold_uncertainty_score":0.5286955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04616008377857931,"score_gpt":0.3981938999444947,"score_spread":0.3520338161659153,"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."}}