{"id":"W7114503017","doi":"","title":"Book Review: \"Mystic Echoes: Stories Rooted in Sikh Spiritual Realms\" (Book Author: Dr. Devinder Pal Singh; Book Reviewer: Prof. Hardev Singh Virk)","year":2025,"lang":"en","type":"review","venue":"PhilPapers (PhilPapers Foundation)","topic":"South Asian Studies and Diaspora","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mysticism; Narrative; Curiosity; Everyday life; Spirituality","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001523581,0.002572033,0.006230318,0.001071114,0.001991688,0.00094659,0.001422933,0.0007758832,0.01706722],"category_scores_gemma":[0.002678641,0.002244879,0.001829415,0.0009355588,0.001392548,0.001682495,0.0006317076,0.002002038,0.002220732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001641602,"about_ca_system_score_gemma":0.002124295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001647537,"about_ca_topic_score_gemma":0.0007089507,"domain_scores_codex":[0.9890441,0.0009902733,0.00411863,0.002542074,0.001488874,0.001816062],"domain_scores_gemma":[0.9932314,0.001183348,0.002062847,0.00195875,0.001079093,0.0004845902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004288211,0.0002272743,0.000005610476,0.05947679,0.0007355671,0.00006287849,0.004215202,0.000001162192,9.503242e-8,0.007618551,0.62796,0.299654],"study_design_scores_gemma":[0.0007826202,0.0001838445,0.000005961719,0.09136246,0.003135231,0.00002075481,0.00126547,0.000001717419,1.564077e-7,0.0001516955,0.9010159,0.002074144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.854472e-7,0.8756531,0.000006054841,0.007024497,0.003853126,0.005712644,0.0002670219,0.000509205,0.1069742],"genre_scores_gemma":[0.000002138007,0.8535645,0.00004232369,0.025357,0.002578961,0.001539387,0.002031927,0.0002809346,0.1146028],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2975799,"threshold_uncertainty_score":0.9993076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04976135012696145,"score_gpt":0.3228330658646288,"score_spread":0.2730717157376674,"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."}}