{"id":"W2047584792","doi":"10.1371/journal.pone.0028248","title":"You Know What It Is: Learning Words through Listening to Hip-Hop","year":2011,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Lyrics; Vocabulary; Active listening; Comprehension; Psychology; Musical; Linguistics; Communication; Art; Visual arts; Literature","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005819142,0.0001843216,0.0001869155,0.0003292556,0.0003670857,0.001071543,0.0001835037,0.0002977455,0.001891108],"category_scores_gemma":[0.003163953,0.0001360893,0.000142925,0.0001473805,0.0006314122,0.00109656,0.0006713066,0.0003977002,0.0004143752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000129423,"about_ca_system_score_gemma":0.0002685502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002103742,"about_ca_topic_score_gemma":0.003059341,"domain_scores_codex":[0.9998403,0.0000407918,0.00001138467,0.00003174609,0.00004492099,0.00003080483],"domain_scores_gemma":[0.999227,0.0003719756,0.0001599537,0.00004458951,0.00008602061,0.0001104184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003240852,0.0007600769,0.4137039,0.0005066558,0.00005581416,0.004243935,0.328719,0.0001174453,0.05970341,0.001488123,0.002111629,0.1882659],"study_design_scores_gemma":[0.00003613417,0.001357305,0.7377237,0.0003061378,0.000138311,0.005990368,0.2233146,0.0005879634,0.01281605,0.00298789,0.01466646,0.00007520457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979437,0.00009937657,0.0001904092,0.00005301337,0.000004547203,0.00000776398,0.00001375675,0.00000587358,0.001681613],"genre_scores_gemma":[0.9972555,0.0002689107,0.000726707,0.000076208,0.000004266026,0.00001294054,0.000042388,0.000003984542,0.001609219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002103742,"threshold_uncertainty_score":0.006326377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1276323531169286,"score_gpt":0.3148877565543552,"score_spread":0.1872554034374267,"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."}}