{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001015146,0.0006318858,0.0005922273,0.0001309662,0.0004883076,0.0002640437,0.001215875,0.0007949156,0.002789702],"category_scores_gemma":[0.001485989,0.0008388464,0.001646122,0.0005395829,0.0008672446,0.0001148739,0.001181725,0.0009383744,0.001236295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001414898,"about_ca_system_score_gemma":0.0008403562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002570115,"about_ca_topic_score_gemma":0.00004764646,"domain_scores_codex":[0.9947373,0.000423513,0.001186589,0.001222701,0.001053104,0.001376765],"domain_scores_gemma":[0.9960305,0.0006499926,0.0007852487,0.001762392,0.0002056521,0.0005662001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0015516,0.001387221,0.00002293177,0.006071259,0.002139619,0.0006095378,0.0002771135,0.0003642721,0.1519648,0.7633067,0.05672959,0.01557544],"study_design_scores_gemma":[0.001749188,0.001266565,0.00003254681,0.002330438,0.001278621,0.00007879311,0.0001641491,0.08452883,0.8749223,0.00018314,0.03262559,0.0008397962],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620681,0.01352261,0.002356596,0.001032704,0.0005779808,0.0001787487,0.0006108373,0.00005823814,0.0195942],"genre_scores_gemma":[0.9832263,0.01108183,0.0009635199,0.001849589,0.001068196,0.0005874916,0.0006988969,0.0001988823,0.0003253153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7631235,"threshold_uncertainty_score":0.9995413,"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."}}