{"id":"W1991159660","doi":"10.1021/ac060542k","title":"Miniaturization and Automation of an Internally Cooled Coated Fiber Device","year":2006,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Analytical Chemistry and Chromatography","field":"Chemistry","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Miniaturization; Fiber; Coating; Solenoid; Chemistry; Solenoid valve; Reproducibility; Optical fiber; Chromatography; Biomedical engineering; Materials science; Nanotechnology; Mechanical engineering; Optics","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":[0.001362612,0.001079742,0.000773183,0.001060196,0.0003814342,0.0009097461,0.001198821,0.0008898722,0.001849574],"category_scores_gemma":[0.002545609,0.0006522798,0.0007105898,0.0004008049,0.0005919802,0.0006093447,0.0005429516,0.001206426,0.001733134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006295179,"about_ca_system_score_gemma":0.0008613832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001187423,"about_ca_topic_score_gemma":0.001258834,"domain_scores_codex":[0.9985093,0.0001630834,0.00008876182,0.0005093463,0.0006149651,0.0001144639],"domain_scores_gemma":[0.9983204,0.0005477709,0.000156322,0.0002235746,0.0006585094,0.00009340834],"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":[0.00008374829,0.00004139701,0.0004755207,0.00007191599,0.0000155819,0.00006692314,0.00005356707,0.0002909638,0.9844491,0.0004245454,0.0005316103,0.01349506],"study_design_scores_gemma":[0.00002739744,0.0003623237,0.003224263,0.00002301158,0.00005466848,0.0005132424,0.00001580394,0.00851927,0.9736813,0.00009040262,0.01343118,0.00005709386],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2226806,0.001170304,0.761189,0.0003512452,0.0007467899,0.002164685,0.001698717,0.004789959,0.00520856],"genre_scores_gemma":[0.2071461,0.0008357634,0.7803978,0.0004212608,0.0002411729,0.001764586,0.002018909,0.0005329402,0.006641491],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001849574,"threshold_uncertainty_score":0.007206261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005457129020030132,"score_gpt":0.2282285864353943,"score_spread":0.2227714574153642,"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."}}