{"id":"W3130432833","doi":"10.1103/physreve.103.032501","title":"Time-dependent knotting of agitated chains","year":2021,"lang":"en","type":"article","venue":"Physical review. E","topic":"Robotic Mechanisms and Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Mechanics; Physics","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":[0.0002031554,0.0001602728,0.0001621226,0.0003298017,0.0002572391,0.0005032365,0.0003228499,0.0002953463,0.001109492],"category_scores_gemma":[0.001133988,0.0001776176,0.000164922,0.0002497304,0.0003900253,0.0005155936,0.0002797463,0.0004143009,0.0001342145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004416014,"about_ca_system_score_gemma":0.0001259491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006070327,"about_ca_topic_score_gemma":0.0006508571,"domain_scores_codex":[0.9998541,0.00001823528,0.000009225754,0.00004172211,0.00004495401,0.00003187944],"domain_scores_gemma":[0.9993473,0.0002104925,0.00018035,0.00008541154,0.00006778455,0.000108668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002411465,0.00009168781,0.004034745,0.000129829,0.00005350551,0.000382003,0.0002342116,0.0762064,0.9065005,0.003988375,0.000199487,0.007938056],"study_design_scores_gemma":[0.00002664991,0.0004455949,0.008853262,0.00001799327,0.00002285735,0.0001193433,0.00005388129,0.6423502,0.3443491,0.002792494,0.0009139144,0.00005458775],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944471,0.00007798955,0.004826184,0.00002018266,0.000005812405,0.000006735547,0.00004698313,0.00005412817,0.0005148356],"genre_scores_gemma":[0.9981602,0.00004953517,0.001351952,0.000006541827,0.000002132808,0.000008575362,0.00004716449,0.00000770277,0.0003662263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001109492,"threshold_uncertainty_score":0.003711581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008295548651117226,"score_gpt":0.2580559865129239,"score_spread":0.2497604378618067,"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."}}