{"id":"W2131395445","doi":"10.1017/s0021911811001392","title":"Sarasvatī, Riverine Goddess of Knowledge: From the Manuscript-carrying Vīṇā-player to the Weapon-wielding defender of the Dharma. By Catherine Ludvik. Leiden: Brill, 2007. $166.00 (cloth).","year":2011,"lang":"en","type":"article","venue":"The Journal of Asian Studies","topic":"Indian and Buddhist Studies","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Brill; Dharma; Honor; History; Classics; Art; Theology; Philosophy; Buddhism; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00104089,0.0003233929,0.0006327094,0.00006905694,0.001284779,0.00005032614,0.001126528,0.0000407587,0.0007219706],"category_scores_gemma":[0.0001668948,0.0001294481,0.0003207317,0.0001268992,0.001097115,0.0001840169,0.0005270267,0.0004386753,0.00003132482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006861602,"about_ca_system_score_gemma":0.00005298811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007866638,"about_ca_topic_score_gemma":0.001070139,"domain_scores_codex":[0.9979479,0.0003052085,0.0008158263,0.0001565489,0.0004060054,0.0003685096],"domain_scores_gemma":[0.9976224,0.000453737,0.0007930936,0.0004810164,0.0005985234,0.00005117853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003644374,0.0001713277,0.004660662,0.00009099873,0.002634727,0.00000626053,0.6101074,0.00001640168,0.0008684435,0.00260936,0.3767341,0.001735854],"study_design_scores_gemma":[0.001246036,0.0004374463,0.03950149,0.0008072872,0.0009977355,0.00005797096,0.5093551,0.000005934914,0.00639352,0.001646773,0.439066,0.000484715],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8291431,0.08029792,0.00004142253,0.01050984,0.004850012,0.0006775818,0.0002199393,0.00002696604,0.07423323],"genre_scores_gemma":[0.9922472,0.002422738,0.00003824686,0.0006074453,0.001232692,0.000007243112,5.785066e-7,0.0000340868,0.003409801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1631041,"threshold_uncertainty_score":0.9881608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.100313819818868,"score_gpt":0.2678351911089235,"score_spread":0.1675213712900556,"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."}}