{"id":"W4414553492","doi":"10.1017/9781009643153","title":"Chips from a Calcutta Workshop","year":2025,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Indian and Buddhist Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Swami; Politics; Hinduism; Comparative history; Variety (cybernetics); Intellectual history; BENGAL","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004948319,0.0004161048,0.0005201036,0.0002093057,0.0007703174,0.0001829616,0.0005978159,0.0002804593,0.0001029365],"category_scores_gemma":[0.00001344314,0.0004497968,0.0003134206,0.000005334517,0.0006763587,0.00008363611,0.0004997212,0.0005961786,0.00007722616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000317147,"about_ca_system_score_gemma":0.0003064843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008926988,"about_ca_topic_score_gemma":0.0001901649,"domain_scores_codex":[0.998671,0.00005270172,0.0001937085,0.000520216,0.0002189267,0.0003434736],"domain_scores_gemma":[0.9988921,0.0001642793,0.0001653961,0.0005008815,0.0001794541,0.00009785919],"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":[0.0000370229,0.000008213266,6.697585e-7,0.0000546808,0.0002287002,0.0001222832,0.001389644,1.182997e-7,1.793067e-7,0.501753,0.4961097,0.0002958227],"study_design_scores_gemma":[0.0004410574,0.00001529167,0.000005857035,0.000368539,0.0003331106,6.482269e-7,0.0006362321,0.000005432088,0.000008925411,0.00003271721,0.9976882,0.0004639437],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007284989,0.0005688938,0.00001556402,0.00004787024,0.001341484,0.0002981289,0.002422713,0.0002066946,0.9950258],"genre_scores_gemma":[0.0001847838,0.00008342998,0.00001219689,0.0002950696,0.00128196,0.000001419101,0.000370094,0.00003196653,0.9977391],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5017202,"threshold_uncertainty_score":0.9997954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03268653136683385,"score_gpt":0.1927091062429245,"score_spread":0.1600225748760906,"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."}}