{"id":"W4293073238","doi":"10.52326/jes.utm.2022.29(2).10","title":"TEMPERATURE CAPTURE AND IMAGE PROCESSING SYSTEM: A CASE STUDY","year":2022,"lang":"en","type":"article","venue":"Journal of Engineering Science","topic":"COVID-19 diagnosis using AI","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Universitaire de la Francophonie","keywords":"Computer science; Domain (mathematical analysis); Quality (philosophy); Interface (matter); Database; Operating system","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0007431315,0.0004813362,0.0003543695,0.001000738,0.0009383645,0.001111579,0.0009700097,0.002466415,0.00265247],"category_scores_gemma":[0.002248939,0.0002171631,0.0004848057,0.000979137,0.0006862989,0.0007042966,0.0006322954,0.0007440591,0.0009692149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006922985,"about_ca_system_score_gemma":0.0005083508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004631867,"about_ca_topic_score_gemma":0.005566044,"domain_scores_codex":[0.9988595,0.0002756304,0.00009031364,0.000191387,0.0004332789,0.0001499174],"domain_scores_gemma":[0.9988881,0.00052754,0.0001135703,0.0001111129,0.0002041487,0.0001556455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.002352163,0.003599219,0.1299744,0.003408183,0.0003194541,0.2942101,0.01751871,0.04069005,0.1288346,0.01260695,0.02627799,0.3402081],"study_design_scores_gemma":[0.0003699548,0.003459064,0.1501561,0.0006668083,0.0004074641,0.259678,0.02290644,0.1789086,0.2038591,0.006651592,0.1724918,0.0004451961],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8743628,0.002177585,0.09840015,0.002706892,0.0002193017,0.0007420903,0.0009622379,0.0008527896,0.01957607],"genre_scores_gemma":[0.9597305,0.001112772,0.03083026,0.0003486181,0.00009027439,0.0001666938,0.0003673311,0.0001026436,0.007250926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004631867,"threshold_uncertainty_score":0.009209812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083889704341264,"score_gpt":0.2878094343806754,"score_spread":0.2769705373372628,"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."}}