{"id":"W4239430300","doi":"10.1364/josab.439247","title":"Mid-infrared coherent sources and applications: introduction","year":2021,"lang":"en","type":"article","venue":"Journal of the Optical Society of America B","topic":"Spectroscopy and Laser Applications","field":"Chemistry","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Infrared; Computer science; Remote sensing; Optics; Physics; Geology","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":[0.0007762238,0.000554301,0.0003597286,0.0009567505,0.0005708846,0.001959084,0.00107724,0.002220789,0.02117804],"category_scores_gemma":[0.000697663,0.0004270847,0.0003159645,0.001091931,0.000482329,0.002344156,0.001157317,0.001970653,0.01200676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007319287,"about_ca_system_score_gemma":0.0006560392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006269541,"about_ca_topic_score_gemma":0.00116042,"domain_scores_codex":[0.9996768,0.00002484058,0.00001611783,0.00005630613,0.0001860772,0.00003995133],"domain_scores_gemma":[0.9995147,0.00008084803,0.00002952948,0.0000325929,0.0002740782,0.00006831376],"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":[0.00009337517,0.0001711425,0.0003506714,0.002911516,0.00001704931,0.0001669279,0.0001631357,0.0008339147,0.02136077,0.07531826,0.3016887,0.5969245],"study_design_scores_gemma":[0.000002760007,0.00004783786,0.0002812687,0.0002340713,0.000002408194,0.0001518308,0.00002517863,0.0002177748,0.0009678154,0.0059787,0.9920766,0.00001373494],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00434587,0.6032464,0.04532633,0.02125765,0.04241041,0.000442453,0.0009073474,0.0009276755,0.2811359],"genre_scores_gemma":[0.01967751,0.4591976,0.04098074,0.01372279,0.03303843,0.0003919053,0.0011471,0.0004878457,0.4313561],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02117804,"threshold_uncertainty_score":0.07084757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006059735121277082,"score_gpt":0.2404055687568068,"score_spread":0.2343458336355297,"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."}}