{"id":"W3189892866","doi":"10.22214/ijraset.2021.36989","title":"Mask Detection Application","year":2021,"lang":"en","type":"article","venue":"International Journal for Research in Applied Science and Engineering Technology","topic":"COVID-19 diagnosis using AI","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Upload; Identification (biology); Computer science; Coronavirus disease 2019 (COVID-19); Face (sociological concept); Facial recognition system; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Internet privacy; Computer security; Artificial intelligence; World Wide Web; Pattern recognition (psychology); Medicine; Infectious disease (medical specialty); Virology","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":[0.0003629361,0.001295308,0.0007417031,0.0010735,0.0005524576,0.00131028,0.001326336,0.001348046,0.05171411],"category_scores_gemma":[0.001657435,0.0004353175,0.0006099374,0.0004693253,0.000173792,0.001040177,0.001514588,0.0006534269,0.03011132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003533276,"about_ca_system_score_gemma":0.0004964716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002094621,"about_ca_topic_score_gemma":0.001527497,"domain_scores_codex":[0.9995118,0.00003122229,0.00003345685,0.0001083415,0.0002591708,0.00005601525],"domain_scores_gemma":[0.9995746,0.0001017441,0.00003502117,0.00006950286,0.0001761406,0.00004300059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001417119,0.0002711275,0.008317819,0.001525602,0.0001098436,0.002526803,0.0006689144,0.002699994,0.102943,0.005806818,0.3552395,0.5184735],"study_design_scores_gemma":[0.0001181483,0.0002875172,0.01257575,0.0002991762,0.0001084894,0.005109046,0.000454195,0.06800015,0.1384143,0.006141505,0.7683409,0.0001508604],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04548923,0.003735919,0.4417123,0.002117622,0.001506938,0.002337698,0.02168217,0.3451446,0.1362735],"genre_scores_gemma":[0.3693945,0.004059557,0.378851,0.004278495,0.0004780438,0.001836515,0.03521422,0.01000257,0.1958852],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05171411,"threshold_uncertainty_score":0.1730009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05777742147251575,"score_gpt":0.4293150512217175,"score_spread":0.3715376297492018,"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."}}