{"id":"W2823530562","doi":"10.1103/physrevlett.121.018102","title":"Measuring the Local Velocity along Transition Paths during the Folding of Single Biological Molecules","year":2018,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates","keywords":"Folding (DSP implementation); Molecule; Physics; Chemical physics; Materials science; Molecular physics; Quantum mechanics","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":[0.0001475402,0.000117377,0.0001881305,0.000007951194,0.0002249027,0.00001737629,0.0002369526,0.000006964784,0.00003004429],"category_scores_gemma":[0.000004348467,0.00006328146,0.0001905034,0.0001599022,0.0003382277,0.00004295454,0.00004989942,0.000129734,0.00001320849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001939592,"about_ca_system_score_gemma":0.000006234915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006066229,"about_ca_topic_score_gemma":7.927877e-7,"domain_scores_codex":[0.9992757,0.00007094812,0.0001936869,0.0001697079,0.0001133,0.0001766054],"domain_scores_gemma":[0.999525,0.00006251127,0.00009810701,0.0002517267,0.0000367907,0.00002592605],"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":[0.000006278396,0.0001339643,0.0002837607,0.000143859,0.00004273768,3.092106e-7,0.0003343048,0.00006019361,0.9766032,0.007141593,0.000433397,0.01481641],"study_design_scores_gemma":[0.0003521184,0.0001694463,0.006646578,0.002238386,0.0002272722,0.000004321038,0.000263259,0.003965003,0.9722383,0.004347571,0.008959232,0.0005885046],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9052796,0.0003552311,0.09090179,0.00284885,0.00001513035,0.0003440736,0.00001156565,0.00002833774,0.0002154679],"genre_scores_gemma":[0.9980319,0.0000594106,0.0002979221,0.001266257,0.0002449956,0.00008219972,0.000006474108,0.000009706841,0.000001147988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09275233,"threshold_uncertainty_score":0.2580543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02317531305762794,"score_gpt":0.2743496190922278,"score_spread":0.2511743060345999,"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."}}