{"id":"W1964634178","doi":"10.1063/1.2189242","title":"Evolution of vibrational properties during a macromolecule’s growth","year":2006,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Macromolecule; Chemical physics; Chemistry; Biochemistry","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":[0.0001901321,0.00006704381,0.0001369482,0.00001233999,0.00004075801,0.0000231291,0.0002033271,0.00002421332,0.00003128775],"category_scores_gemma":[0.00002135086,0.00003843502,0.00005290423,0.00005568423,0.0001272653,0.0001480146,0.00004789421,0.00006837104,0.000004697427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003908233,"about_ca_system_score_gemma":0.00004754543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006788907,"about_ca_topic_score_gemma":4.835258e-7,"domain_scores_codex":[0.9992508,0.00004480422,0.0003050048,0.00004394669,0.0002559829,0.0000994563],"domain_scores_gemma":[0.9994313,0.00001808662,0.0002589453,0.00007654907,0.0001967895,0.00001840384],"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":[0.00018576,0.00004330558,0.00003353349,0.00004873152,0.000004266886,5.66271e-7,0.00008123821,0.0003829226,0.9948667,0.004293374,0.00005207087,0.00000749935],"study_design_scores_gemma":[0.0001629651,0.00003057906,0.000223885,0.00004527396,0.00001672081,0.00002395612,0.00001314431,0.0003821881,0.9733624,0.02568526,0.00000316101,0.00005043521],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978023,0.000130619,0.001524172,0.0001336469,0.0001101269,0.0000364329,0.00000623031,0.000005434439,0.0002510648],"genre_scores_gemma":[0.9990765,0.000004977123,0.0004982566,0.00001033662,0.000385108,6.729275e-7,7.269587e-7,0.000007079479,0.0000163803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0215043,"threshold_uncertainty_score":0.1567335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007276291412263177,"score_gpt":0.1813037159314003,"score_spread":0.1740274245191371,"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."}}