{"id":"W2065148465","doi":"10.1063/1.2175958","title":"Development and characterization of a laminar aerosol flow tube","year":2006,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Laminar flow; Aerosol; Turbulence; Mechanics; Reynolds number; Laminar flow reactor; Buoyancy; Materials science; Stratosphere; Mixing (physics); Meteorology; Flow (mathematics); Physics; Open-channel flow","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":[0.001694591,0.0004340796,0.0005436279,0.0005762936,0.0005542908,0.0007967702,0.0009583096,0.0006167535,0.0005316772],"category_scores_gemma":[0.002022131,0.0002854698,0.0004764954,0.0002828095,0.0004813975,0.0006559385,0.0004397346,0.0005147537,0.0002934386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005652062,"about_ca_system_score_gemma":0.001001882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008045607,"about_ca_topic_score_gemma":0.000459492,"domain_scores_codex":[0.9993351,0.0000810927,0.00007171361,0.0001444487,0.0003045732,0.0000629932],"domain_scores_gemma":[0.9987716,0.0002874023,0.0001899794,0.0001239367,0.0004824263,0.000144585],"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":[0.0002365811,0.00016603,0.007741907,0.0003856318,0.00002087797,0.0002664637,0.0002051641,0.009244618,0.9287048,0.003359956,0.0003607399,0.04930712],"study_design_scores_gemma":[0.00007454816,0.001619749,0.005597125,0.00005204404,0.00004581693,0.0005208325,0.00004398212,0.06993593,0.9052768,0.0004602462,0.01629738,0.00007545403],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4102175,0.001483788,0.5825505,0.0001877473,0.0002163242,0.001208102,0.0005885902,0.001878057,0.001669352],"genre_scores_gemma":[0.4059875,0.0006820808,0.5902764,0.00005311409,0.00006499718,0.0007446163,0.0005968898,0.0001190949,0.001475214],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001694591,"threshold_uncertainty_score":0.008961976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008197096325103686,"score_gpt":0.2079810944169252,"score_spread":0.1997839980918216,"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."}}