{"id":"W4250713981","doi":"10.1364/ao.57.0aita1","title":"Advanced Infrared Technology and Applications: introduction","year":2018,"lang":"en","type":"article","venue":"Applied Optics","topic":"Optical Systems and Laser Technology","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Optics; Infrared; Computer science; Telecommunications; Library science; Engineering physics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001238114,0.001136509,0.0007819087,0.00242852,0.0009380145,0.003793538,0.001196992,0.002451749,0.03120321],"category_scores_gemma":[0.001683264,0.0005099205,0.000694644,0.001933274,0.0007147592,0.003611069,0.001719196,0.003435355,0.02004245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001129508,"about_ca_system_score_gemma":0.001670956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008984969,"about_ca_topic_score_gemma":0.001292867,"domain_scores_codex":[0.9990442,0.00009420841,0.00008861361,0.0001480634,0.0005138494,0.0001110174],"domain_scores_gemma":[0.9984841,0.0002775787,0.0001000378,0.00009033283,0.0008370678,0.0002110928],"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":[0.00006534377,0.0001382636,0.0003634687,0.002655943,0.00002144799,0.000139387,0.0001380553,0.0005000455,0.004919779,0.01385587,0.6354548,0.3417477],"study_design_scores_gemma":[0.000001418388,0.00004076253,0.0003713968,0.0002357711,0.000003739643,0.0001312924,0.00003949453,0.00007477454,0.000208265,0.002656557,0.9962275,0.000009032895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.002550496,0.5445346,0.01155377,0.02181295,0.2463852,0.0004260628,0.0009395102,0.0006672015,0.1711302],"genre_scores_gemma":[0.008506911,0.5472276,0.008202578,0.01258167,0.1258879,0.0003316908,0.001629503,0.0004318409,0.2952004],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03120321,"threshold_uncertainty_score":0.1043851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002659051129447663,"score_gpt":0.1863450257322012,"score_spread":0.1836859746027535,"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."}}