{"id":"W2063959614","doi":"10.1080/17448720802538808","title":"MODERN PUNJABI LITERATURE IN VANCOUVER: A portrait","year":2008,"lang":"en","type":"article","venue":"Sikh Formations","topic":"Cultural and Artistic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Portrait; Art; Art history; History","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":[],"consensus_categories":[],"category_scores_codex":[0.00007331532,0.00004637034,0.0000655508,0.00003731974,0.000615941,0.00002698241,0.00006592363,0.0000316205,0.00007030287],"category_scores_gemma":[0.0001074234,0.00003602185,0.00003262271,0.0002744496,0.00007382782,0.0004543494,0.00001612664,0.00006753973,0.00004207618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003609814,"about_ca_system_score_gemma":0.00004206545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002954837,"about_ca_topic_score_gemma":0.01524898,"domain_scores_codex":[0.9995047,0.00001884489,0.0001214332,0.00005912122,0.0001401136,0.0001557963],"domain_scores_gemma":[0.9997958,0.00002697819,0.0000274319,0.00004788411,0.00006252778,0.0000394039],"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":[0.000006707933,0.0001185605,0.01112196,0.00001702735,0.00001697608,0.00003084094,0.6537678,0.00007823288,0.00002943659,0.1631842,0.1574584,0.01416989],"study_design_scores_gemma":[0.0007664195,0.00003649297,0.09894679,0.0001159175,0.00001370934,0.00001822211,0.03269092,0.001075172,0.00002323395,0.06664991,0.7992103,0.0004529019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2493098,0.0006681134,0.0004657277,0.005044775,0.0006048073,0.0003305426,0.0000523271,0.0001597979,0.7433641],"genre_scores_gemma":[0.9902598,0.0001562475,0.0002883448,0.0001521703,0.0000872831,0.00001763345,0.00000833824,0.000001736219,0.009028483],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7409499,"threshold_uncertainty_score":0.8509287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02753648789857756,"score_gpt":0.2754426472813661,"score_spread":0.2479061593827886,"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."}}