{"id":"W4391693449","doi":"10.1103/physreve.109.024404","title":"Free-energy measuring nanopore device","year":2024,"lang":"en","type":"article","venue":"Physical review. E","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; University of Washington","keywords":"Nanopore; Molecule; Optical tweezers; Measure (data warehouse); Nanotechnology; Chemical physics; Molecular dynamics; Work (physics); Sampling (signal processing); Statistical physics; Materials science; Physics; Computational chemistry; Chemistry; Computer science; Quantum mechanics; Optics; Data mining","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008655935,0.000208471,0.0003621974,0.00004016707,0.00004763901,0.00001931231,0.0001916546,0.0000247281,0.00003364794],"category_scores_gemma":[0.00001839396,0.0001680984,0.000206962,0.0003898893,0.00002407188,0.0001215795,0.00003538435,0.0001413546,0.0001301873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003200584,"about_ca_system_score_gemma":0.00001262636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001185499,"about_ca_topic_score_gemma":0.00001577192,"domain_scores_codex":[0.9990757,0.00001155,0.000206766,0.0002191537,0.0002185548,0.0002683224],"domain_scores_gemma":[0.9995515,0.00005710254,0.00001072193,0.0002734584,0.00002927441,0.00007792115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001352741,0.0002890675,0.000179637,0.0538738,0.001632583,0.0006367828,0.001261112,0.001012356,0.06690872,0.1316319,0.3550157,0.3875448],"study_design_scores_gemma":[0.0001242652,0.00003505105,0.00008886732,0.005563815,0.0002722334,0.00000827758,0.000009238011,0.004046824,0.03253369,0.01414757,0.9426303,0.0005398957],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01846698,0.9321824,0.003434539,0.001117997,0.001283533,0.0002827292,0.00005762162,0.001966838,0.04120736],"genre_scores_gemma":[0.9132943,0.08549082,0.00006360838,0.0002472976,0.0005544231,0.00007150827,0.00001423983,0.00005841045,0.0002053511],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8948274,"threshold_uncertainty_score":0.6854855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0193633585630271,"score_gpt":0.264422449386477,"score_spread":0.2450590908234499,"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."}}