{"id":"W1606409366","doi":"10.15353/joci.v7i3.2601","title":"DigiPopEd: Popular Education and Digital Culture","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Electronic publishing; Curriculum; Sociology; Digital culture; Consumption (sociology); Popular culture; Power (physics); Public relations; Digital media; Media studies; Political science; Pedagogy; Social science; The Internet; World Wide Web; Computer science","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":[0.0007815239,0.0002897537,0.0002856026,0.003113222,0.00350874,0.01563679,0.0005737358,0.001572507,0.02373704],"category_scores_gemma":[0.003125006,0.0001595538,0.0001628151,0.004919823,0.00809045,0.008448674,0.004716052,0.001954697,0.001633919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002249718,"about_ca_system_score_gemma":0.001624948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002490515,"about_ca_topic_score_gemma":0.004662157,"domain_scores_codex":[0.9992363,0.0003659913,0.00004027215,0.00008867173,0.0001694089,0.00009932544],"domain_scores_gemma":[0.9984188,0.0009151399,0.0001604454,0.0001653503,0.0001261869,0.0002140722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003564686,0.00004272739,0.004051997,0.0002992767,0.00001137741,0.0004136708,0.02711619,0.00008316402,0.0002117778,0.795797,0.04640639,0.1255307],"study_design_scores_gemma":[0.00001349137,0.00003836902,0.005454425,0.000937909,0.00001459431,0.0005756918,0.03410043,0.0001451069,0.0003066674,0.09147178,0.8669227,0.00001887323],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04887984,0.04608975,0.002057663,0.05541576,0.002019255,0.00003546159,0.0002750832,0.0001680956,0.8450592],"genre_scores_gemma":[0.7572442,0.03853469,0.001243953,0.008920364,0.002355212,0.0000975232,0.0002903455,0.0001886151,0.1911249],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02373704,"threshold_uncertainty_score":0.07940835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04855102651369551,"score_gpt":0.2536239046515495,"score_spread":0.205072878137854,"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."}}