{"id":"W3192049880","doi":"10.1038/s41557-021-00751-w","title":"A dissipative pathway for the structural evolution of DNA fibres","year":2021,"lang":"en","type":"article","venue":"Nature Chemistry","topic":"Supramolecular Self-Assembly in Materials","field":"Materials Science","cited_by":115,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Supramolecular chemistry; Chemistry; Dissipative system; Polymerization; Depolymerization; Nanotechnology; Förster resonance energy transfer; Monomer; Molecule; Dissipation; Chemical physics; Polymer; Materials science; Fluorescence; Polymer chemistry; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002011987,0.0001279546,0.0001780627,0.000006748279,0.0001035616,0.00004704807,0.0002692455,0.0002583547,0.0004518233],"category_scores_gemma":[0.0008327235,0.00008891947,0.000095096,0.0001087213,0.00008268521,0.0000680814,0.0000944065,0.0001457343,0.000003890791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007480539,"about_ca_system_score_gemma":0.0001795959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005815275,"about_ca_topic_score_gemma":0.000002252602,"domain_scores_codex":[0.9990513,0.00004345974,0.0002028737,0.0002654094,0.000242272,0.0001947093],"domain_scores_gemma":[0.9988873,0.0002694151,0.0001502658,0.0003913605,0.0002666435,0.00003500047],"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":[0.00004073415,0.00001052518,0.00006568957,0.0001256027,0.00001574217,0.000004017112,0.0001031442,0.00001263731,0.9986598,0.0005060905,0.0003575656,0.00009847161],"study_design_scores_gemma":[0.0002329222,0.000009171704,0.001056642,0.00003438249,0.00002518158,0.00001922573,0.0002976044,0.00005522925,0.9958441,0.001336959,0.0009820028,0.0001065655],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960042,0.001948601,0.0005361102,0.0002362257,0.0005693146,0.0001431802,0.0002266868,0.00003657035,0.0002990651],"genre_scores_gemma":[0.9974707,0.000003756667,0.001998348,0.00004568657,0.0002352097,0.00003687029,0.00003982397,0.00001447103,0.0001551755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002815666,"threshold_uncertainty_score":0.4947149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005980842744789504,"score_gpt":0.2587222946050737,"score_spread":0.2527414518602842,"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."}}