{"id":"W2302956716","doi":"10.1002/9783527690237.ch4","title":"Microfluidic Approaches for Manipulation and Assemblyof One‐Dimensional Nanomaterials","year":2015,"lang":"en","type":"other","venue":"Advanced micro & nanosystems","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Microfluidics; Nanotechnology; Nanomaterials; Fluidics; Scalability; Materials science; Nanowire; Mechanism (biology); Computer science; Engineering; Aerospace engineering; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003523442,0.0004987302,0.0006813832,0.0003767319,0.00005825918,0.00004783636,0.0001705838,0.000536271,0.00003743452],"category_scores_gemma":[0.00002260417,0.000526747,0.00005693576,0.0002716715,0.00006605391,0.0001143425,0.00005662057,0.0001296376,0.00002814385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002078024,"about_ca_system_score_gemma":0.00005951736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001482905,"about_ca_topic_score_gemma":0.000001675768,"domain_scores_codex":[0.9983202,0.00002904959,0.0006188429,0.000477857,0.0001824542,0.00037166],"domain_scores_gemma":[0.9991237,0.00003021556,0.0002629972,0.0003692204,0.0001564225,0.00005747617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001376541,0.00001317719,0.000002034365,0.000696327,0.00008166792,0.000001044011,0.00002636187,0.000002732287,0.5771817,0.0008463155,0.4192932,0.001841675],"study_design_scores_gemma":[0.0005673064,0.00004389541,0.000002559135,0.0004950183,0.00003975589,0.00002802186,0.00002318741,0.00004385549,0.3387063,0.000190898,0.6594097,0.0004494713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01818165,0.3467023,0.3722638,0.0001167523,0.01277248,0.01735486,0.00658794,0.00954327,0.2164769],"genre_scores_gemma":[0.2376912,0.005647739,0.07074004,0.0003950616,0.005944462,0.004044968,0.03050852,0.008892416,0.6361356],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4196587,"threshold_uncertainty_score":0.9997184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03771109665961096,"score_gpt":0.2453691077128227,"score_spread":0.2076580110532117,"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."}}