{"id":"W1626421355","doi":"","title":"APPLICATIONS OF PATH INTEGRAL LANGEVIN DYNAMICS TO WEAKLY BOUND CLUSTERS AND BIOLOGICAL MOLECULES","year":2011,"lang":"en","type":"article","venue":"The Knowledge Bank (The Ohio State University)","topic":"DNA and Nucleic Acid Chemistry","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Path (computing); Physics; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009405262,0.0001100003,0.00009838866,0.00003201579,0.0001150504,0.000007323971,0.0004069307,0.00006848681,0.00001418613],"category_scores_gemma":[0.00001433608,0.00007186206,0.00005335162,0.0001489745,0.0003081636,0.000003080469,0.000310292,0.00008171142,0.00001302285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002103691,"about_ca_system_score_gemma":0.00003216786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002109716,"about_ca_topic_score_gemma":0.0001125579,"domain_scores_codex":[0.9994819,0.00005346829,0.00008690313,0.0001912006,0.0000386849,0.0001478205],"domain_scores_gemma":[0.9994988,0.00001895726,0.00005153301,0.0003022923,0.00006589419,0.00006256637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001655128,0.0009041072,0.008614341,0.0001977268,0.0007723678,0.0000305998,0.0110834,0.0000211449,0.8188687,0.03854031,0.006612391,0.1126998],"study_design_scores_gemma":[0.0020234,0.001283704,0.01304564,0.00009725054,0.0003412429,0.00006275072,0.01329516,0.0008509133,0.281598,0.002958739,0.6831521,0.001291026],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9518409,0.0001838446,0.006727505,0.000118394,0.00002807017,0.0001997431,0.00004831516,0.00001333317,0.04083986],"genre_scores_gemma":[0.9950626,0.0001836672,0.0003329268,0.00005382382,0.00002815837,0.000002725492,0.00003076467,0.00000953156,0.00429578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6765398,"threshold_uncertainty_score":0.293045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01103897807320374,"score_gpt":0.2063758256633914,"score_spread":0.1953368475901877,"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."}}