{"id":"W4400209945","doi":"10.4324/9781003499787-16","title":"Canadian Punjabi Diaspora","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":0,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004970642,0.0006250529,0.0002600419,0.001651606,0.02237527,0.00424702,0.000985211,0.0007616117,0.02267383],"category_scores_gemma":[0.0008684691,0.0003154974,0.0002248085,0.003327204,0.00285471,0.001184332,0.002489635,0.001705528,0.002195414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04071571,"about_ca_system_score_gemma":0.0621554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9530963,"about_ca_topic_score_gemma":0.9828892,"domain_scores_codex":[0.99941,0.00006873135,0.00001340892,0.00007442667,0.0001956091,0.0002376961],"domain_scores_gemma":[0.9996539,0.00003836004,0.000009802883,0.00001580968,0.0001779726,0.0001041851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004923951,0.00006166543,0.004388283,0.0005990386,0.00001473301,0.001207002,0.09492044,0.0001598828,0.0008772875,0.3624806,0.3620667,0.1731751],"study_design_scores_gemma":[0.000002259819,0.00000654744,0.003873989,0.0001385537,0.000004253375,0.0002522302,0.01752863,0.00003339371,0.00011336,0.0009873399,0.9770468,0.00001272552],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05003013,0.02375804,0.0005289664,0.0103346,0.001481839,0.0001259988,0.0006078836,0.0001418338,0.9129907],"genre_scores_gemma":[0.3013664,0.03927526,0.002210073,0.003166558,0.0001217764,0.0001479156,0.0006154962,0.0001493734,0.6529471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04690367,"threshold_uncertainty_score":0.2954145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02639675057697364,"score_gpt":0.2830204050585646,"score_spread":0.256623654481591,"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."}}