{"id":"W1994518622","doi":"10.1021/la050519e","title":"Continuous Microfluidic Reactors for Polymer Particles","year":2005,"lang":"en","type":"article","venue":"Langmuir","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":248,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Microfluidics; Photopolymer; Dispersity; Polymer; Monomer; Polymerization; Materials science; Nanotechnology; Chemical engineering; Microreactor; Polymer chemistry; Chemistry; Organic chemistry; Composite material; Catalysis","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":[0.001219566,0.0007657107,0.0005209481,0.0008351615,0.0005592707,0.001228571,0.001389474,0.001060121,0.005069862],"category_scores_gemma":[0.0009217471,0.0005342863,0.0005982031,0.0004180634,0.0007342114,0.001400334,0.0009621828,0.002019185,0.002509661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001178359,"about_ca_system_score_gemma":0.000583752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003358627,"about_ca_topic_score_gemma":0.0003960036,"domain_scores_codex":[0.9990824,0.000158373,0.00004706942,0.0002256862,0.0004189525,0.00006741863],"domain_scores_gemma":[0.9995203,0.0002877609,0.00005130051,0.00004533265,0.00006551044,0.00002974133],"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":[0.0003649718,0.0002907104,0.0003403385,0.002614973,0.0001205025,0.0003669852,0.0002546468,0.00375505,0.7304878,0.09223913,0.01244756,0.1567174],"study_design_scores_gemma":[0.0002658121,0.00055646,0.0004806859,0.0002328463,0.0000796215,0.0005905532,0.00002698764,0.01503995,0.6514267,0.008504089,0.3226928,0.0001034167],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03720421,0.1902843,0.7368517,0.001785174,0.003282093,0.0007189204,0.0006539343,0.003560953,0.02565863],"genre_scores_gemma":[0.3080355,0.06870589,0.5804107,0.001221706,0.001598117,0.001510232,0.001104693,0.0003828502,0.03703034],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005069862,"threshold_uncertainty_score":0.01696032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01187445828363679,"score_gpt":0.2344711105464408,"score_spread":0.222596652262804,"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."}}