{"id":"W2592171462","doi":"10.5539/ijel.v7n3p152","title":"A Sociolinguistic Study on the Diminishing Features of the Punjabi Lexicon","year":2017,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lexicon; Linguistics; Psychology; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001264331,0.000214958,0.0001729608,0.002244364,0.004162475,0.002224471,0.0004548621,0.000325541,0.002588027],"category_scores_gemma":[0.004569004,0.0003108117,0.000110282,0.002450391,0.005544756,0.002564756,0.001781812,0.0009472332,0.0001462673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002304826,"about_ca_system_score_gemma":0.001688034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02074847,"about_ca_topic_score_gemma":0.04575494,"domain_scores_codex":[0.9990829,0.0004853552,0.00004967975,0.000119645,0.0001340664,0.0001282536],"domain_scores_gemma":[0.9971872,0.001634572,0.0005101961,0.0001461838,0.0003370825,0.000184696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005872135,0.0000733567,0.05328267,0.00008079872,0.000005221458,0.001801308,0.9231263,0.00003559165,0.002914966,0.004205755,0.0002821344,0.01413316],"study_design_scores_gemma":[0.000004199759,0.00009841989,0.246052,0.00004875103,0.000007922214,0.0009064355,0.7423735,0.0001635668,0.0006041871,0.0005548025,0.009165209,0.0000209864],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959948,0.00007314611,0.00009515555,0.0001483897,0.00000567332,0.00000576579,0.00001219362,0.000001883063,0.003662942],"genre_scores_gemma":[0.9995512,0.00006326421,0.00007716665,0.00001306181,0.000002453642,0.000003918756,0.000007705328,0.00000147212,0.0002797101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02074847,"threshold_uncertainty_score":0.04125541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09275024354569684,"score_gpt":0.4711655062329149,"score_spread":0.3784152626872181,"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."}}