{"id":"W4385971508","doi":"10.18732/hssa105","title":"Review: Anthony Cerulli, The Practice of Texts: Education and Healing in South India","year":2023,"lang":"en","type":"article","venue":"History of Science in South Asia","topic":"African cultural and philosophical studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002700676,0.00006100207,0.0001634004,0.0001233209,0.000246233,0.000007316739,0.0002943946,0.00003082645,0.00001671872],"category_scores_gemma":[0.002388698,0.00004201055,0.00002373629,0.001540214,0.003204226,0.000251562,0.0000666426,0.0001285176,0.000007143075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000254003,"about_ca_system_score_gemma":0.0006293715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007545202,"about_ca_topic_score_gemma":0.0001065289,"domain_scores_codex":[0.9987729,0.0001589301,0.0002609742,0.0001937717,0.0004174482,0.0001960373],"domain_scores_gemma":[0.9992792,0.0001941874,0.0002329546,0.0001033494,0.0001331743,0.00005713723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001362832,0.00007300774,0.02451592,0.0002041333,0.000002400972,0.000001476022,0.9575502,0.000006834803,0.0001698995,0.006820578,0.003154878,0.007487059],"study_design_scores_gemma":[0.000199412,0.0000747391,0.1152119,0.001632612,0.00002701249,0.000001308765,0.4344229,0.00002227339,0.0000117838,0.004760637,0.4433635,0.0002718515],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7419135,0.1146825,0.000002215691,0.02775141,0.001830152,0.001077393,0.00001857537,0.00005448872,0.1126698],"genre_scores_gemma":[0.9970197,0.001932631,0.00009695473,0.0004471321,0.00005364821,0.00001389127,4.786732e-7,0.000002156742,0.0004333892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5231273,"threshold_uncertainty_score":0.9995085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05075635942550815,"score_gpt":0.3376275735549455,"score_spread":0.2868712141294373,"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."}}