{"id":"W4416779020","doi":"10.3390/proceedings2025129078","title":"The 18th International Workshop on Advanced Infrared Technology and Applications (AITA 2025)","year":2025,"lang":"en","type":"article","venue":"","topic":"Optical Systems and Laser Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Field (mathematics); Infrared; Range (aeronautics)","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":[0.005939839,0.00179725,0.001234796,0.002557682,0.001417511,0.006403961,0.00229787,0.003277606,0.04620556],"category_scores_gemma":[0.003995287,0.0005255117,0.001439726,0.001438681,0.001023907,0.004079543,0.004000985,0.004079128,0.03723592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001836619,"about_ca_system_score_gemma":0.005241852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002440996,"about_ca_topic_score_gemma":0.00373944,"domain_scores_codex":[0.9957485,0.0008600271,0.000209191,0.0005568385,0.001828835,0.0007966886],"domain_scores_gemma":[0.9962274,0.0004711547,0.0001346089,0.0002572986,0.001865719,0.001043919],"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":[0.0003747177,0.000321134,0.0006787196,0.0005609955,0.00005025894,0.0002523966,0.0003091616,0.001054539,0.008289669,0.02019382,0.6548991,0.3130154],"study_design_scores_gemma":[0.00001036175,0.00009154607,0.0004519205,0.000178811,0.00001238639,0.0001213576,0.0001134992,0.0006458961,0.001713284,0.002905678,0.9937395,0.00001579336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01288392,0.1137952,0.189421,0.04475495,0.1940141,0.001595491,0.004222222,0.003769897,0.4355432],"genre_scores_gemma":[0.04299154,0.04958025,0.08887035,0.008614189,0.02028845,0.001305656,0.009197863,0.001620374,0.7775314],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04620556,"threshold_uncertainty_score":0.154573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003585492007293768,"score_gpt":0.2288462111470729,"score_spread":0.2252607191397791,"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."}}