{"id":"W7164938884","doi":"10.1080/17153379.2017.12557793","title":"Knowing China: A Twenty-First-Century Guide.","year":2017,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Ayn Rand and Brontë studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003253758,0.0001960496,0.0004128866,0.00009053481,0.001124363,0.0002141111,0.0004229737,0.00008311476,0.000371457],"category_scores_gemma":[0.0001692003,0.0001968478,0.0001896234,0.00004938008,0.0001399092,0.000316555,0.0001908503,0.0001356243,0.001564535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006770179,"about_ca_system_score_gemma":0.000009117415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001680843,"about_ca_topic_score_gemma":0.00004102576,"domain_scores_codex":[0.9986889,0.000005554673,0.0004235602,0.0004391526,0.00004272282,0.000400078],"domain_scores_gemma":[0.998817,0.00001632865,0.0003535903,0.0007050494,0.00001748226,0.00009060608],"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":[0.00007020072,0.0005896973,0.3179636,0.0002786322,0.0007087298,0.0001001316,0.01490508,0.00004799319,0.00003736383,0.4843176,0.1483986,0.03258234],"study_design_scores_gemma":[0.001128951,0.00005916595,0.06118793,0.0000641493,0.00001401295,0.000005839407,0.01364279,0.0003832086,0.00002478157,0.009848342,0.9130496,0.0005912125],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003263776,0.005658428,0.0006517768,0.001258957,0.001613513,0.0001555721,0.00006871088,0.00007767212,0.9872516],"genre_scores_gemma":[0.9831726,0.00184931,0.0003585207,0.00001059798,0.0003382368,0.00002335005,0.000006046811,0.00002632489,0.014215],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9799088,"threshold_uncertainty_score":0.9992129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02240716147497663,"score_gpt":0.2241222530469462,"score_spread":0.2017150915719695,"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."}}