{"id":"W2037008190","doi":"10.1039/b904962b","title":"A method for fabricating microfluidic electrochemical reactors","year":2009,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Microfluidics; Fabrication; Soft lithography; Materials science; Nanotechnology; Lithography; Electrochemistry; Electrode; Optoelectronics; 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":[0.0006024779,0.001189346,0.0006664885,0.001222541,0.0009996464,0.0005376096,0.001280367,0.001136275,0.003021603],"category_scores_gemma":[0.0008472775,0.0008144376,0.0005897398,0.000625327,0.0004454502,0.001025423,0.000717445,0.002042333,0.002067163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003154342,"about_ca_system_score_gemma":0.0005360763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002837321,"about_ca_topic_score_gemma":0.0004484216,"domain_scores_codex":[0.9990867,0.00009850963,0.0001040612,0.0002094707,0.0004283068,0.00007284977],"domain_scores_gemma":[0.9995969,0.0001169949,0.00005867148,0.00007037208,0.0001055962,0.00005156132],"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":[0.0000286605,0.00006342494,0.00009035588,0.0005220604,0.00002328172,0.0002149285,0.00005234891,0.00035875,0.9400824,0.003985341,0.002473633,0.05210483],"study_design_scores_gemma":[0.00003986013,0.0001923855,0.0003049113,0.00005815772,0.00003609941,0.001476555,0.00001375935,0.002336065,0.8952407,0.001033254,0.09922169,0.00004655089],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01942872,0.009107911,0.9569327,0.0008524777,0.001555621,0.0009456292,0.0006100966,0.002378094,0.00818876],"genre_scores_gemma":[0.06219365,0.005949116,0.9203994,0.0003578485,0.0002218434,0.001204534,0.0006031189,0.0001547485,0.008915623],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003021603,"threshold_uncertainty_score":0.01010823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01272384678809534,"score_gpt":0.2731416538178422,"score_spread":0.2604178070297469,"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."}}