{"id":"W2148189204","doi":"10.1146/annurev.physchem.040808.090356","title":"Intrinsic Particle Properties from Vibrational Spectra of Aerosols","year":2008,"lang":"en","type":"article","venue":"Annual Review of Physical Chemistry","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Western Canada Research Grid; Alfred P. Sloan Foundation","keywords":"Infrared spectroscopy; Aerosol; Infrared; Spectral line; Extinction (optical mineralogy); Spectroscopy; Particle (ecology); Materials science; Chemical physics; Computational physics; Statistical physics; Physics; Optics; Meteorology; Quantum mechanics; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003547465,0.0003314805,0.0004879736,0.0009846705,0.0001687203,0.0005955668,0.0004325898,0.0004393474,0.000898321],"category_scores_gemma":[0.0007662972,0.0002001031,0.000296909,0.0006502563,0.0003156631,0.0006407144,0.0003912862,0.0005656764,0.0004929716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002097203,"about_ca_system_score_gemma":0.0001322712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003801046,"about_ca_topic_score_gemma":0.0003371326,"domain_scores_codex":[0.9997119,0.00002647104,0.00001113904,0.00008248279,0.0001452103,0.00002281752],"domain_scores_gemma":[0.9998335,0.00006455347,0.00003110179,0.00001818017,0.00004468253,0.000007934455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007648145,0.00006741397,0.01037855,0.004422645,0.0002176338,0.0004578277,0.0003444712,0.006263958,0.758378,0.02260064,0.002949493,0.1938429],"study_design_scores_gemma":[0.0000224148,0.0002977132,0.1189444,0.0006840433,0.0003667753,0.003459144,0.0003929483,0.03273008,0.6584837,0.06867282,0.1157024,0.0002434948],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5467027,0.2726275,0.141964,0.0008387603,0.0008373166,0.0001036642,0.003544749,0.0004039335,0.03297734],"genre_scores_gemma":[0.7605527,0.1925676,0.03520874,0.0003275718,0.0009100374,0.0000993594,0.002451024,0.0001191144,0.007763953],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0009846705,"threshold_uncertainty_score":0.003005207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01563231854388219,"score_gpt":0.2189540371193672,"score_spread":0.203321718575485,"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."}}