{"id":"W2104133577","doi":"10.1177/186810341002900206","title":"Book Review: Marshall of Singapore. A Biography","year":2010,"lang":"en","type":"article","venue":"Journal of Current Southeast Asian Affairs","topic":"Socioeconomic Development in Asia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Biography; History; Art history; Classics; Economic history; Media studies; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007627815,0.001717475,0.002042864,0.003620866,0.0005939136,0.002443078,0.001197958,0.001393088,0.09989207],"category_scores_gemma":[0.003400925,0.0005570116,0.0005597147,0.007272483,0.0004431758,0.002834381,0.001516789,0.002705686,0.09818694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001662269,"about_ca_system_score_gemma":0.003551238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007285552,"about_ca_topic_score_gemma":0.01585319,"domain_scores_codex":[0.9994965,0.00006441391,0.00006448951,0.00006440935,0.0002741498,0.00003603224],"domain_scores_gemma":[0.9981208,0.000359907,0.0002514205,0.00007672595,0.0009076087,0.0002834966],"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":[0.000008185027,0.000004408422,0.00003180521,0.0004420521,0.000005257671,0.00003415303,0.00002644821,0.00001883967,0.00005097622,0.0001853333,0.9517414,0.04745116],"study_design_scores_gemma":[0.000004083944,0.000006564119,0.0002337645,0.0005114858,0.000007206772,0.0001444101,0.00002425779,0.0000143657,0.00003743279,0.0001295866,0.9988821,0.000004732162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003607203,0.8386105,0.0004798782,0.03543578,0.04145251,0.0001211857,0.001865003,0.000381947,0.08129257],"genre_scores_gemma":[0.003173408,0.4856824,0.0006057753,0.01943519,0.01210893,0.0001673784,0.002076557,0.0002991322,0.4764512],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09989207,"threshold_uncertainty_score":0.3341723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603109068634552,"score_gpt":0.3066722944648088,"score_spread":0.2906412037784633,"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."}}