{"id":"W2301966446","doi":"","title":"User-Generated Online Video and the Atlantic Canadian Public Sphere: A YouTube Study","year":2008,"lang":"en","type":"article","venue":"NPARC","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Online video; Public sphere; Computer science; Social media; Advertising; Internet privacy; World Wide Web; Media studies; Multimedia; Political science; Sociology; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001407356,0.0002741824,0.0003467486,0.003594441,0.006910563,0.004366033,0.0009620072,0.0008383731,0.004730885],"category_scores_gemma":[0.00627978,0.000203682,0.0001764111,0.007679108,0.001834273,0.001465268,0.0018906,0.0007938475,0.0004824548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01770858,"about_ca_system_score_gemma":0.01402505,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9531586,"about_ca_topic_score_gemma":0.9728195,"domain_scores_codex":[0.9987075,0.0002568044,0.00004205667,0.0001049891,0.000440255,0.0004483504],"domain_scores_gemma":[0.9960431,0.001034634,0.0005256126,0.0001333607,0.001585593,0.0006776102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003988674,0.0005154458,0.4076943,0.0002526302,0.00004890166,0.002108512,0.5143222,0.0001755935,0.001568697,0.005305063,0.01498278,0.05262709],"study_design_scores_gemma":[0.00001509894,0.00009759255,0.3971296,0.0001365145,0.00002679798,0.0002190176,0.5727648,0.0004659425,0.0003969634,0.0001721991,0.02851667,0.00005883729],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839956,0.0002468723,0.00005363766,0.0006762298,0.00001380069,0.0000618332,0.0008246636,0.000006869614,0.01412039],"genre_scores_gemma":[0.9923683,0.0005644685,0.0001217105,0.0001867018,0.00001675514,0.0000487051,0.0006244302,0.00001666537,0.006052296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04684138,"threshold_uncertainty_score":0.1284854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04301959258413898,"score_gpt":0.2652802608118895,"score_spread":0.2222606682277505,"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."}}