{"id":"W2101360294","doi":"10.1529/biophysj.105.060095","title":"A Kinetic and Stochastic Analysis of Crossbridge-Type Stepping Mechanisms in Rotary Molecular Motors","year":2005,"lang":"en","type":"article","venue":"Biophysical Journal","topic":"ATP Synthase and ATPases Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"CrossBridge; Inverse; Torque; Physics; Square (algebra); Relaxation (psychology); Mechanics; Classical mechanics; Statistical physics; Mathematics; Thermodynamics; Geometry; Biology; Biophysics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001399482,0.0001175736,0.0002356223,0.0001874266,0.00004491767,0.00002891149,0.000137002,0.00007716018,0.00002333419],"category_scores_gemma":[0.00005373626,0.0001049613,0.00013947,0.0003925309,0.0000874723,0.000006385932,0.00007436368,0.0001601685,0.000002550653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001635756,"about_ca_system_score_gemma":0.0000489876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001959438,"about_ca_topic_score_gemma":0.000008690002,"domain_scores_codex":[0.9990258,0.00006448034,0.000242651,0.0002098834,0.0002159642,0.0002412648],"domain_scores_gemma":[0.9995381,0.00001696936,0.00007690591,0.0001542762,0.00008044357,0.0001333683],"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":[0.00009771896,0.0001018869,0.0001922298,0.000006328274,0.000248918,0.00002221169,0.0000223596,0.004689408,0.9919899,0.00008784203,0.00001153004,0.002529723],"study_design_scores_gemma":[0.0009851999,0.000773611,0.01327113,0.00004744942,0.0003302636,0.00002925663,0.00008677939,0.04094838,0.9429766,0.0001031955,0.0001383616,0.0003097728],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723162,0.0002354093,0.02724361,0.00007384163,0.00002345842,0.00007283239,0.000008841879,0.000002388109,0.00002342038],"genre_scores_gemma":[0.9988903,0.00005894886,0.0008099705,0.00007208333,0.0001149055,0.000002636907,0.00001130967,0.00001220161,0.00002765158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04901324,"threshold_uncertainty_score":0.4280198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043309405641921,"score_gpt":0.2876704971305086,"score_spread":0.2772374030740894,"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."}}