{"id":"W4401366510","doi":"10.3390/engproc2023051051","title":"17th International Workshop on Advanced Infrared Technology and Applications (AITA 2023)","year":2024,"lang":"en","type":"article","venue":"","topic":"Optical Systems and Laser Technology","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Infrared; Computer science; Environmental science; Physics; Optics","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":[0.003369679,0.001217522,0.0009062267,0.001768346,0.001138952,0.00506566,0.002072426,0.002394882,0.1082625],"category_scores_gemma":[0.002746265,0.0004286524,0.001082579,0.001419679,0.0005866851,0.003395626,0.003619884,0.002962578,0.08546198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009061642,"about_ca_system_score_gemma":0.002827225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002158338,"about_ca_topic_score_gemma":0.003856237,"domain_scores_codex":[0.9979928,0.0003758,0.0001061189,0.0002975182,0.0008760614,0.0003517184],"domain_scores_gemma":[0.9979153,0.0002251167,0.00006273313,0.000241723,0.0009720719,0.0005831603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002308398,0.0001803442,0.0004545815,0.0003791989,0.00003361075,0.0001653675,0.0002104408,0.0007253161,0.006850533,0.01455624,0.6069497,0.3692638],"study_design_scores_gemma":[0.000009604748,0.00006428579,0.0003961544,0.0001410889,0.00001461958,0.0001736417,0.00008429112,0.001015688,0.001941715,0.003595315,0.9925485,0.0000152511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009754864,0.06463946,0.2485044,0.02695446,0.1303538,0.0007572473,0.003940859,0.008261194,0.5068336],"genre_scores_gemma":[0.02863474,0.02671466,0.0838727,0.004878148,0.01027733,0.0004449653,0.009095907,0.002230625,0.8338509],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1082625,"threshold_uncertainty_score":0.3621741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004422009748932369,"score_gpt":0.2257137075694325,"score_spread":0.2212916978205001,"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."}}