{"id":"W1969260924","doi":"10.1117/12.777776","title":"Overview of SWIR detectors, cameras, and applications","year":2008,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":200,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Waterloo; Cardiff University","keywords":"Computer science; Optical coherence tomography; Detector; Indium gallium arsenide; Medical imaging; Gallium arsenide; Hyperspectral imaging; Materials science; Optics; Optoelectronics; Artificial intelligence; Telecommunications","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":[0.0007844301,0.0008352665,0.0005041386,0.002673695,0.0005213013,0.001711188,0.001145564,0.001581058,0.00848134],"category_scores_gemma":[0.0006974539,0.0008681746,0.0004389907,0.002488361,0.0002549401,0.001980009,0.0006506119,0.001084888,0.006497611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004712947,"about_ca_system_score_gemma":0.0004986171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009266337,"about_ca_topic_score_gemma":0.001122423,"domain_scores_codex":[0.9993446,0.00006656707,0.0000385422,0.0001130915,0.0004037542,0.00003337471],"domain_scores_gemma":[0.9995232,0.00009348708,0.00003404989,0.00003939744,0.0002793938,0.00003051485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001822361,0.00009084572,0.0008471617,0.00202169,0.00003195423,0.0001497931,0.00008852479,0.001155783,0.0547387,0.009018428,0.02736315,0.9043117],"study_design_scores_gemma":[0.00001955228,0.0002893344,0.001891758,0.0005443473,0.00005715378,0.002153195,0.00009110669,0.006107154,0.03772055,0.005185161,0.9458721,0.00006852439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009925592,0.5613167,0.2818137,0.002171333,0.001964543,0.0004680924,0.0007910323,0.003501736,0.1380474],"genre_scores_gemma":[0.06035572,0.4755792,0.3256498,0.003070652,0.003270324,0.0006079865,0.001668335,0.0003862721,0.1294117],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00848134,"threshold_uncertainty_score":0.02837294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437708643788106,"score_gpt":0.2760936281486301,"score_spread":0.261716541710749,"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."}}