{"id":"W2160234108","doi":"10.1177/2050157912459498","title":"So what? Why study mobile media and communication?","year":2013,"lang":"en","type":"article","venue":"Mobile Media & Communication","topic":"Digital Communication and Language","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Perspective (graphical); Focus (optics); Mobile telephony; Reflection (computer programming); Sociology; Internet privacy; Computer science; Telecommunications; Mobile radio","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":[0.004053967,0.0005346844,0.0007101799,0.002058654,0.003642633,0.01146247,0.001038981,0.005872516,0.003691395],"category_scores_gemma":[0.01123747,0.0002776789,0.0003853297,0.002674874,0.01973971,0.02040589,0.002171865,0.004617885,0.001429693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002489963,"about_ca_system_score_gemma":0.002851474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003474559,"about_ca_topic_score_gemma":0.003978935,"domain_scores_codex":[0.995945,0.002736041,0.00008301012,0.0003232757,0.0005126868,0.0003999513],"domain_scores_gemma":[0.988245,0.008869089,0.0006554464,0.0004688016,0.001050842,0.0007107895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004359288,0.00006832115,0.004835996,0.001451628,0.00005218131,0.0005138295,0.05892737,0.0002010765,0.0009691954,0.7508522,0.09338737,0.08869725],"study_design_scores_gemma":[0.00002205059,0.00005380298,0.002723298,0.002043454,0.00003402726,0.0006246772,0.09659771,0.0004765737,0.0005751926,0.3530169,0.5437868,0.00004559698],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02351904,0.1162214,0.01773105,0.7016507,0.01039708,0.0000938828,0.000115417,0.0001334761,0.1301379],"genre_scores_gemma":[0.7140157,0.09697968,0.01312717,0.1234774,0.01788326,0.0004125099,0.000134973,0.000192698,0.03377666],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01146247,"threshold_uncertainty_score":0.02143967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01537932370175422,"score_gpt":0.2616218911763958,"score_spread":0.2462425674746416,"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."}}