{"id":"W7006357947","doi":"","title":"Tips for using mobile audience response systems in medical education","year":2016,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interactivity; Audience response; Mobile device; Mobile technology; Target audience","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.01732079,0.001569311,0.0005161124,0.001781399,0.002111295,0.003621555,0.001722962,0.00488644,0.01714123],"category_scores_gemma":[0.06905261,0.0005515658,0.001008554,0.001063441,0.001370105,0.008043252,0.003405023,0.004176402,0.007441899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009085035,"about_ca_system_score_gemma":0.002098302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005788032,"about_ca_topic_score_gemma":0.00222049,"domain_scores_codex":[0.979807,0.01429598,0.001249733,0.0004412139,0.00347513,0.0007308616],"domain_scores_gemma":[0.9399477,0.04382848,0.003083799,0.002033881,0.008214819,0.002891262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002641824,0.001178507,0.002420987,0.003679854,0.00003623207,0.001025766,0.01444487,0.0005048768,0.00674261,0.005651455,0.1297464,0.8343043],"study_design_scores_gemma":[0.0003262153,0.00347141,0.009674355,0.01251151,0.0001531505,0.003466743,0.06378474,0.002645882,0.009783461,0.02283689,0.8709159,0.0004296211],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.07136791,0.02040753,0.317846,0.4624481,0.01333844,0.007753032,0.0006038893,0.01257759,0.09365752],"genre_scores_gemma":[0.1539441,0.01917034,0.7298551,0.04749338,0.00467675,0.007249048,0.0003419232,0.001238426,0.03603105],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01732079,"threshold_uncertainty_score":0.09160221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.442636238827208,"score_gpt":0.6808816911648234,"score_spread":0.2382454523376154,"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."}}