{"id":"W3158533722","doi":"","title":"Code switching used by Sacha Stevenson on YouTube Channel","year":2018,"lang":"en","type":"dissertation","venue":"eTheses of Maulana Malik Ibrahim State Islamic University (Maulana Malik Ibrahim State Islamic University)","topic":"Linguistics and Language Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Code-switching; Sentence; Code (set theory); Repetition (rhetorical device); Channel (broadcasting); Linguistics; Sociolinguistics; Indonesian; Computer science; Psychology; Sociology; Artificial intelligence; Telecommunications; Programming language","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":[0.0006885277,0.0002584023,0.0001210259,0.001495637,0.003604283,0.001501275,0.0003765063,0.0004951491,0.003277818],"category_scores_gemma":[0.003662376,0.0001216605,0.0001337361,0.001211819,0.001992668,0.001840268,0.001151954,0.0006513117,0.0004757196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002431883,"about_ca_system_score_gemma":0.001640864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0916922,"about_ca_topic_score_gemma":0.1748701,"domain_scores_codex":[0.9990832,0.0003210365,0.0000532319,0.0001252034,0.0002792663,0.0001380753],"domain_scores_gemma":[0.9978059,0.0007984965,0.0004524585,0.0001338264,0.0005875522,0.0002217189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002281459,0.00008807163,0.0761872,0.0003024202,0.00002666508,0.003309058,0.6752481,0.0002264019,0.02347087,0.01681057,0.02829809,0.1758044],"study_design_scores_gemma":[0.00001068198,0.0001359121,0.1756053,0.0003302728,0.00002752493,0.001946302,0.6024464,0.001854553,0.00794766,0.001490219,0.2080391,0.0001661052],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599976,0.0002940428,0.001070946,0.001219519,0.0001332261,0.00005738965,0.000315105,0.00007314999,0.03683897],"genre_scores_gemma":[0.9785891,0.0003532198,0.001252659,0.0003231634,0.00002646481,0.00005065719,0.0002482911,0.00007253513,0.01908391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0916922,"threshold_uncertainty_score":0.182317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01645291260077171,"score_gpt":0.211553845556708,"score_spread":0.1951009329559363,"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."}}