{"id":"W4410314350","doi":"10.1103/bm3d-c67v","title":"Multiparameter optimal control of <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"> <mml:msub> <mml:mi mathvariant=\"normal\">F</mml:mi> <mml:mn>1</mml:mn> </mml:msub> </mml:math> -ATPase","year":2025,"lang":"lv","type":"article","venue":"Physical review. E","topic":"ATP Synthase and ATPases Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Alliance de recherche numérique du Canada; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Algorithm; Computer science; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000975852,0.0006372462,0.0004662103,0.000267644,0.0003864469,0.001014566,0.0006782761,0.0007333981,0.001407288],"category_scores_gemma":[0.002350288,0.0003464585,0.0003900479,0.0002005426,0.001304825,0.0009324192,0.0009245948,0.0008092722,0.0002453976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001152343,"about_ca_system_score_gemma":0.0009293827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009886695,"about_ca_topic_score_gemma":0.00126236,"domain_scores_codex":[0.9996344,0.0001014141,0.00001504579,0.0001244422,0.00007685988,0.00004786966],"domain_scores_gemma":[0.9991847,0.000458886,0.0001596727,0.00007858283,0.00007066943,0.00004745716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001220616,0.0001119895,0.0005364323,0.0001570354,0.0000448248,0.00007850052,0.0001145599,0.8469973,0.04324947,0.08372028,0.0007363858,0.0241312],"study_design_scores_gemma":[0.00001743225,0.0000671324,0.0001292827,0.000008797947,0.000009868251,0.00001543059,0.00001948449,0.9769526,0.005734751,0.01615611,0.0008697435,0.00001952748],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09261397,0.0003796158,0.896954,0.0006351251,0.0000576572,0.00008012426,0.00004638227,0.0001846308,0.009048504],"genre_scores_gemma":[0.9623367,0.0001657966,0.03497389,0.00006051601,0.00000938732,0.0001060856,0.00001708107,0.00002917485,0.002301349],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001407288,"threshold_uncertainty_score":0.008360803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01660960523819966,"score_gpt":0.2925084212227239,"score_spread":0.2758988159845243,"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."}}