{"id":"W2076129324","doi":"10.1080/02786820500380214","title":"Low Pressure Aerosol Flow Reactor","year":2005,"lang":"en","type":"article","venue":"Aerosol Science and Technology","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Aerosol; Chemistry; Spectrometer; Analytical Chemistry (journal); Mass spectrometry; Kinetic energy; Torr; Volumetric flow rate; Atmospheric pressure; Chromatography; Thermodynamics; Meteorology; Optics","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":[0.00116023,0.0006621826,0.00105404,0.0004865985,0.0005732583,0.0008638498,0.002249258,0.001080081,0.002145769],"category_scores_gemma":[0.001026745,0.0004042203,0.0005355449,0.0002900364,0.0004794519,0.00115417,0.00063788,0.001879712,0.001968219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004850356,"about_ca_system_score_gemma":0.0006564235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000421551,"about_ca_topic_score_gemma":0.0002545961,"domain_scores_codex":[0.9985046,0.0002137352,0.00008245502,0.0004022989,0.0007019229,0.00009495738],"domain_scores_gemma":[0.9991642,0.0003592845,0.0001293621,0.0001114508,0.0001736521,0.00006200892],"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":[0.0002003462,0.0001607093,0.0007409744,0.0003383908,0.00002375595,0.0001287725,0.00004119633,0.0006245447,0.9765807,0.001735612,0.0004582065,0.0189667],"study_design_scores_gemma":[0.0001366369,0.00132867,0.002323266,0.00002182326,0.00007645631,0.0009810451,0.00001979773,0.02006524,0.9525903,0.0005921553,0.02181068,0.0000540522],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3609217,0.003895963,0.6250171,0.0003708353,0.0007404441,0.0007627798,0.001014462,0.003201431,0.004075157],"genre_scores_gemma":[0.5210336,0.002664275,0.4647773,0.0003110176,0.0006658934,0.001018913,0.001691039,0.0002176955,0.007620302],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002249258,"threshold_uncertainty_score":0.007178307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006531451772023268,"score_gpt":0.2013328507173628,"score_spread":0.1948013989453396,"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."}}