{"id":"W4400209871","doi":"10.4324/9781003499787-13","title":"A Short History of Izzat Among the Punjabi Diaspora","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"South Asian Studies and Diaspora","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diaspora; History; Geography; Sociology; Gender studies","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001138959,0.0003419853,0.0004655461,0.0001139949,0.00008824062,0.00004700085,0.0002434838,0.0001228975,0.01762389],"category_scores_gemma":[0.00000534506,0.0001999581,0.0004178871,0.000005543007,0.0008533656,0.00005241138,0.0001557853,0.0003254754,0.0006555157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001358269,"about_ca_system_score_gemma":0.0000668731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004930955,"about_ca_topic_score_gemma":0.00138461,"domain_scores_codex":[0.9987969,0.000004339457,0.0004093811,0.00030546,0.0002896385,0.0001942747],"domain_scores_gemma":[0.9992119,0.00006626728,0.0001133538,0.0004431766,0.0001092427,0.00005605737],"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":[0.00000491709,0.000005220841,0.00001045572,0.00006849398,0.0001784596,0.00002023882,0.03476213,7.459599e-8,4.644165e-8,0.7113207,0.2527292,0.0009000436],"study_design_scores_gemma":[0.00003954378,0.00003122686,0.00003934441,0.000127717,0.0002417341,9.513887e-7,0.01382457,0.000002284692,2.784965e-7,0.01316561,0.9722733,0.0002533822],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001665696,0.01697978,8.711544e-7,0.0001677675,0.002790636,0.0002581047,0.0000950643,0.000118016,0.9794232],"genre_scores_gemma":[0.08145455,0.0001991,0.000002522485,0.0002409104,0.001259028,0.00001640945,0.0000246509,0.00007510825,0.9167277],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7195441,"threshold_uncertainty_score":0.9832742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04147539504591057,"score_gpt":0.2003162771577331,"score_spread":0.1588408821118226,"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."}}