{"id":"W2021308512","doi":"10.1111/j.1548-1433.2010.01265_11.x","title":"Book Reviews: Crooked Stalks: Cultivating Virtue in South India by Anand Pandian","year":2010,"lang":"en","type":"article","venue":"American Anthropologist","topic":"South Asian Studies and Conflicts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Virtue; Citation; History; Library science; Classics; Sociology; Art history; Philosophy; Computer science; Theology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005040386,0.0001888788,0.000440097,0.0000724401,0.000733259,0.00007901303,0.0003037812,0.00008566389,0.0007819845],"category_scores_gemma":[0.0007941042,0.000163622,0.00008358821,0.0006025084,0.02417668,0.0001205552,0.0000727989,0.000359022,0.0001044349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006590624,"about_ca_system_score_gemma":0.0001007652,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1146565,"about_ca_topic_score_gemma":0.04050973,"domain_scores_codex":[0.9982733,0.000215138,0.000337895,0.0003796075,0.0002110402,0.0005830044],"domain_scores_gemma":[0.99911,0.000113661,0.0003079475,0.00025163,0.00003862266,0.0001781812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005440107,0.0002447793,0.5451786,0.00002727299,0.00006623811,0.00006720424,0.1245982,3.190003e-7,0.0004479864,0.01590537,0.1878503,0.1255594],"study_design_scores_gemma":[0.0002323881,0.0000867757,0.005797981,0.00002021865,0.000007183615,4.23421e-7,0.2965876,0.000001325378,0.00005252134,0.00001856695,0.6969594,0.0002355715],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5715207,0.06121312,0.0004023303,0.05395472,0.003004467,0.003315919,0.0003001938,0.000730755,0.3055578],"genre_scores_gemma":[0.9908254,0.003864634,0.0002503927,0.003113382,0.0002176024,0.00005011904,0.000008919225,0.00001676748,0.001652776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5393806,"threshold_uncertainty_score":0.978479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01441867444539819,"score_gpt":0.3363899481612987,"score_spread":0.3219712737159006,"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."}}