{"id":"W3198199917","doi":"","title":"The Medium Is the Message: WeChat, YouTube, and Facebook Usage and Acculturation Outcomes","year":2021,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Acculturation; Social media; Scope (computer science); Immigration; Adaptation (eye); Sociology; Psychology; Focus group; Social psychology; Advertising; Public relations; Computer science; Business; World Wide Web; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001836427,0.0002953984,0.0002630695,0.001395207,0.002474634,0.003343813,0.0005508022,0.0006162616,0.005164394],"category_scores_gemma":[0.006733346,0.0002154612,0.0005000238,0.001161818,0.001182048,0.001449929,0.001654196,0.001517674,0.000415214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001582446,"about_ca_system_score_gemma":0.002371651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1488741,"about_ca_topic_score_gemma":0.1952369,"domain_scores_codex":[0.9992865,0.000184857,0.00005573473,0.00008914151,0.0001663984,0.0002173359],"domain_scores_gemma":[0.9950594,0.001119394,0.001636838,0.0001515708,0.0007552434,0.001277562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002238507,0.0005821422,0.9392119,0.00008319296,0.00008610279,0.0002064124,0.04312483,0.00003552282,0.0002069448,0.00037597,0.0006335017,0.01522964],"study_design_scores_gemma":[0.00001182682,0.0001865488,0.922102,0.0001191239,0.00007634606,0.0000904667,0.07562472,0.0001417341,0.0002005364,0.0001269884,0.001290232,0.00002947821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982907,0.0001119777,0.00001327379,0.0001218647,0.000008426125,0.00001403447,0.00009561596,0.000001963277,0.001342168],"genre_scores_gemma":[0.9981127,0.0001708207,0.00005848343,0.00004670998,0.00000829186,0.00002958171,0.0001486575,0.000004565403,0.001420164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1488741,"threshold_uncertainty_score":0.2960152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2221266716709272,"score_gpt":0.5326773867331488,"score_spread":0.3105507150622215,"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."}}