{"id":"W4399364127","doi":"10.1002/marc.202400304","title":"A Simple Generic Model of Elastin–Like Polypeptides with Proline Isomerization","year":2024,"lang":"en","type":"article","venue":"Macromolecular Rapid Communications","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Max-Planck-Institut für Polymerforschung; Canada First Research Excellence Fund","keywords":"Intramolecular force; Isomerization; Monomer; Proline; Chemistry; Glycine; Atom (system on chip); Polymer; Chemical physics; Materials science; Amino acid; Stereochemistry; Computer science; Organic chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001412265,0.000144081,0.0001348234,0.0001206366,0.0001152811,0.00003807851,0.0005879962,0.00007003512,0.00002961856],"category_scores_gemma":[0.00005768255,0.0001366404,0.00007964954,0.000477763,0.0002296581,0.000007224531,0.0003742954,0.000129331,0.000009621375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001555012,"about_ca_system_score_gemma":0.0001978709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003659333,"about_ca_topic_score_gemma":0.00008137614,"domain_scores_codex":[0.9990023,0.0001228511,0.0002060842,0.000294693,0.0001714559,0.0002026161],"domain_scores_gemma":[0.998351,0.00002473202,0.00005097469,0.001334444,0.0001912188,0.00004766628],"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":[0.00004232982,0.0001192397,0.0001466335,0.0000543993,0.0001415146,0.000002038825,0.0001259985,0.002254496,0.9838045,0.001107307,0.0002300486,0.01197153],"study_design_scores_gemma":[0.001078139,0.0009901539,0.0004831337,0.000122091,0.0001447604,0.00007470878,0.0002910026,0.4616978,0.464824,0.001171805,0.06840754,0.0007148117],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5609477,0.03421839,0.3976692,0.001107805,0.00003590349,0.0009659748,0.0001763093,0.0001076278,0.004771088],"genre_scores_gemma":[0.9916058,0.00108539,0.00602594,0.00008177038,0.00001385804,0.0001443438,0.0006545687,0.00004923997,0.0003391406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5189804,"threshold_uncertainty_score":0.5572032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0263779757255563,"score_gpt":0.296885065744801,"score_spread":0.2705070900192447,"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."}}