{"id":"W2069621729","doi":"10.1145/2037373.2037390","title":"\"Showing off\" your mobile device","year":2011,"lang":"en","type":"article","venue":"","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Reading (process); Literacy; Experiential learning; Computer science; Adult education; Everyday life; Adult literacy; Exploratory research; Information literacy; Mobile device; Multimedia; Psychology; Pedagogy; World Wide Web; Sociology; Political science","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":[0.0003562012,0.001254517,0.0004457448,0.0005979557,0.001276585,0.001615161,0.0008108268,0.001941312,0.2590499],"category_scores_gemma":[0.002821911,0.0002940331,0.0005837698,0.0002845426,0.0004218103,0.00260077,0.002610858,0.0008357267,0.1648998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000143978,"about_ca_system_score_gemma":0.0002199597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008033066,"about_ca_topic_score_gemma":0.001334426,"domain_scores_codex":[0.9996889,0.00008016469,0.00001782701,0.00004884571,0.00008471868,0.00007951923],"domain_scores_gemma":[0.9991869,0.0001671989,0.00005550709,0.0001678964,0.000234852,0.0001875297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003611249,0.0001486695,0.002638851,0.0005030951,0.00002389499,0.001127775,0.001715328,0.00006628344,0.01036184,0.002905662,0.6684384,0.3117091],"study_design_scores_gemma":[0.00005249253,0.0003261153,0.007861974,0.0003889443,0.0000551058,0.002168882,0.001884869,0.0007448739,0.005147238,0.001517572,0.9797494,0.0001024763],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06683978,0.003090126,0.05684221,0.01391002,0.006195297,0.001641536,0.005654165,0.04710776,0.798719],"genre_scores_gemma":[0.1689329,0.002231859,0.02301612,0.01154654,0.001215892,0.0009734575,0.002437974,0.002270979,0.7873743],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2590499,"threshold_uncertainty_score":0.8666083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05407089209079974,"score_gpt":0.2841060344831604,"score_spread":0.2300351423923607,"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."}}