{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001205836,0.00009110438,0.0002053384,0.0003815367,0.0002833793,0.0001090753,0.0001399354,0.00001504134,0.000004657789],"category_scores_gemma":[0.0003219109,0.00007391132,0.00003250515,0.000829721,0.00005515685,0.0002621349,0.00009500899,0.0004694843,1.768963e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003456748,"about_ca_system_score_gemma":0.0004348226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002969488,"about_ca_topic_score_gemma":8.86275e-7,"domain_scores_codex":[0.9988158,0.00001666987,0.0002323004,0.0001569286,0.000608067,0.0001702724],"domain_scores_gemma":[0.9993181,0.00005244473,0.0001206289,0.0001278621,0.0002206917,0.0001602361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.0001391816,0.001235881,0.01993911,0.002290805,0.0001089717,0.1837614,0.03249865,0.06379212,0.6911995,0.00004740711,0.002511269,0.002475671],"study_design_scores_gemma":[0.005462068,0.003533793,0.03774962,0.001995625,0.000637545,0.7649797,0.08622801,0.09028174,0.004421358,0.000002386754,0.003999529,0.0007086944],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975343,0.0006288463,0.0001434622,0.001213177,0.0002901255,0.0001511115,0.000001117911,0.0000295149,0.000008306714],"genre_scores_gemma":[0.997614,0.00000155449,0.001959593,0.0002881945,0.0001028539,0.00000508209,5.197436e-8,0.00001148249,0.0000171395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6867781,"threshold_uncertainty_score":0.3014016,"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."}}