{"id":"W2948277936","doi":"10.1353/cri.2017.0036","title":"Many Faces of Mulian: The Precious Scrolls of Late Imperial China by Rostislav Berezkin","year":2017,"lang":"en","type":"article","venue":"China review international","topic":"Chinese history and philosophy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beijing; China; History; Ancient history; Art; Art history; Classics; Archaeology","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":[0.0007607762,0.0001134011,0.0002838339,0.00002343157,0.000501229,0.00004955847,0.001189101,0.00005213462,0.0007152049],"category_scores_gemma":[0.0006725436,0.00007824702,0.0001818052,0.00004974061,0.0005257691,0.0002417685,0.0001148928,0.0001261891,0.00002456044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004358897,"about_ca_system_score_gemma":0.00007097729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001133893,"about_ca_topic_score_gemma":0.000170518,"domain_scores_codex":[0.9988074,0.0001445829,0.0003487341,0.0001649699,0.0004310795,0.0001031766],"domain_scores_gemma":[0.9988662,0.00005747067,0.0005868654,0.0003496307,0.00009522651,0.00004458399],"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":[0.0004583039,0.001249097,0.0328088,0.002747132,0.0009866841,0.00002335065,0.09096567,0.00006086672,0.009821551,0.5208091,0.2272093,0.1128601],"study_design_scores_gemma":[0.0009660966,0.00009876538,0.06374246,0.002299498,0.0001126279,0.00000497019,0.00001634019,0.00007539731,0.0007868935,0.1280417,0.8034899,0.0003654629],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6775086,0.04018366,0.00003904375,0.03125645,0.004287397,0.0009813335,0.0007196674,0.00003189519,0.244992],"genre_scores_gemma":[0.9882524,0.00840083,0.00004681941,0.0001576108,0.0004238579,0.00001416741,0.00002456021,0.000007787111,0.002671995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5762805,"threshold_uncertainty_score":0.7830992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01841771784407682,"score_gpt":0.3291565711655408,"score_spread":0.3107388533214639,"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."}}