{"id":"W2173552770","doi":"10.2196/resprot.4049","title":"Monitoring Web Site Usage of e-Bug: A Hygiene and Antibiotic Awareness Resource for Children","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Globe; Resource (disambiguation); World Wide Web; Analytics; Usage data; Internet privacy; Business; Geography; Computer science; Medicine; Data 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":[0.002318577,0.0003416214,0.0003774653,0.003793819,0.0005089222,0.001125183,0.0005642591,0.0003831152,0.005069295],"category_scores_gemma":[0.009918206,0.0002413625,0.0003694758,0.002521574,0.0002621218,0.001506862,0.0009465254,0.0007138167,0.002228293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007391262,"about_ca_system_score_gemma":0.0008908759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004362206,"about_ca_topic_score_gemma":0.009196596,"domain_scores_codex":[0.998285,0.0005272306,0.0002423341,0.0002123728,0.0005716347,0.000161546],"domain_scores_gemma":[0.985804,0.005162916,0.003607869,0.0005757614,0.003537847,0.001311588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003730113,0.000830822,0.813898,0.001099363,0.00007867171,0.0002745138,0.004019373,0.0002889095,0.001639721,0.0003027442,0.0225791,0.1546159],"study_design_scores_gemma":[0.00001634277,0.0004833523,0.9781744,0.0002009546,0.00004376761,0.000291998,0.002126725,0.0005991966,0.001319551,0.00007998898,0.01662799,0.00003570083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9635789,0.0004954544,0.001451341,0.0004389245,0.00003546928,0.000968485,0.01891593,0.0007200698,0.01339544],"genre_scores_gemma":[0.9573142,0.001122378,0.01628854,0.0002442443,0.00008013906,0.00186462,0.01659647,0.0001600321,0.006329415],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.005069295,"threshold_uncertainty_score":0.01695848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3342454654773261,"score_gpt":0.5571779115555248,"score_spread":0.2229324460781987,"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."}}