{"id":"W2291392022","doi":"10.1109/memsys.2016.7421543","title":"Standoff infrared spectroscopy on energetic materials using hydrogel microcantilevers","year":2016,"lang":"en","type":"article","venue":"","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Polydimethylsiloxane; Materials science; Infrared; Cantilever; Photothermal therapy; Infrared spectroscopy; Spectroscopy; Ultraviolet; Detection limit; Curing (chemistry); Nanotechnology; Optoelectronics; Analytical Chemistry (journal); Composite material; Optics; Chemistry","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":[0.0001780454,0.000468981,0.0002485591,0.0002142112,0.0001204431,0.00030025,0.0005865108,0.0004171831,0.000825602],"category_scores_gemma":[0.0003229038,0.0002015189,0.0001782608,0.0001442434,0.0002945747,0.0004613804,0.0004208906,0.0004444458,0.0003393841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002926753,"about_ca_system_score_gemma":0.0000946767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002114428,"about_ca_topic_score_gemma":0.0005024571,"domain_scores_codex":[0.9996667,0.00002744035,0.00001073387,0.00007702343,0.0001798839,0.00003828882],"domain_scores_gemma":[0.9997254,0.00008646968,0.0001022614,0.00002964932,0.00003178567,0.00002444168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000009759615,0.000003127248,0.00006413603,0.00001683005,0.000001321463,0.00002156141,0.00001130623,0.00007011286,0.9980399,0.0000818014,0.00002452973,0.001655673],"study_design_scores_gemma":[0.00000259156,0.00005416665,0.0004913918,0.000002409254,0.000002413937,0.00006275034,0.000007531509,0.0008899412,0.9979063,0.00002841158,0.0005477135,0.000004433533],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9293072,0.002223685,0.06321392,0.0001904619,0.00007748554,0.00005066746,0.00022245,0.0005431655,0.004171084],"genre_scores_gemma":[0.9536014,0.0009314266,0.0409901,0.0001269494,0.00003471669,0.00005104902,0.0001276519,0.00004003033,0.004096793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000825602,"threshold_uncertainty_score":0.00276196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0121115243860774,"score_gpt":0.24405999874333,"score_spread":0.2319484743572526,"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."}}