{"id":"W2595386144","doi":"10.1149/ma2012-02/26/2405","title":"Solid-State Nanopores: Electronic Tools for Single-Molecule Analysis","year":2012,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Nanopore; Solid-state; Nanotechnology; Molecule; State (computer science); Computer science; Chemistry; Materials science; Physical chemistry; Algorithm","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":[0.0004013029,0.0003321138,0.0004357037,0.0005403921,0.0004056782,0.0005938109,0.0006355364,0.00059664,0.01789656],"category_scores_gemma":[0.0006535542,0.0002743267,0.0002225973,0.0006849369,0.0003275456,0.001464351,0.0003390858,0.0006758622,0.003241263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002254187,"about_ca_system_score_gemma":0.0002320702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004300454,"about_ca_topic_score_gemma":0.0009538756,"domain_scores_codex":[0.9997614,0.00002863883,0.00001425833,0.00002865883,0.0001455189,0.00002142206],"domain_scores_gemma":[0.9996852,0.0001482465,0.0000247933,0.00005878862,0.00006433311,0.00001871447],"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":[0.0002675214,0.00006841344,0.0002903031,0.001294098,0.00004125258,0.0001680242,0.00007343821,0.0006366561,0.8933899,0.02368191,0.01858757,0.06150097],"study_design_scores_gemma":[0.00003808714,0.0001608282,0.001191103,0.0000790916,0.0000408937,0.000304692,0.00004918549,0.007703465,0.8287845,0.006822662,0.154796,0.00002935348],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2303573,0.07236589,0.5264766,0.004927379,0.003696444,0.0005813176,0.03036914,0.009366784,0.1218592],"genre_scores_gemma":[0.6331679,0.02850453,0.252102,0.0006222773,0.0004143478,0.0007025718,0.01269908,0.0008933326,0.07089399],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01789656,"threshold_uncertainty_score":0.05986995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01886905593350791,"score_gpt":0.254543574128604,"score_spread":0.235674518195096,"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."}}