{"id":"W2007403357","doi":"10.1063/1.1464819","title":"Simulation of short-chain polymer collapse with an explicit solvent","year":2002,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Prince Edward Island","funders":"","keywords":"Polymer; Solvent; Thermodynamics; Chemistry; Monomer; Solvent effects; Chemical physics; Materials science; Organic chemistry; Physics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002085667,0.00007545463,0.0001706149,0.000008344063,0.00002912842,0.00002114779,0.0002016208,0.00002547066,0.0001399494],"category_scores_gemma":[0.00001168474,0.00004106715,0.00003554732,0.00005806508,0.00007274497,0.0001431909,0.00002695783,0.00006494462,0.000003456016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001462951,"about_ca_system_score_gemma":0.00001093055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008250867,"about_ca_topic_score_gemma":3.698093e-7,"domain_scores_codex":[0.9992871,0.000046469,0.0002550217,0.00005109244,0.0002570697,0.0001032484],"domain_scores_gemma":[0.9994299,0.00006479694,0.0001914475,0.0001446002,0.0001210564,0.00004816069],"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":[0.0002399138,0.00008630747,0.000009431902,0.00001250183,0.000007766156,7.50654e-7,0.0005401653,0.0117536,0.9867058,0.0002334439,0.00002397073,0.0003863525],"study_design_scores_gemma":[0.0001722015,0.0002369019,0.000005212842,0.0000349456,0.00003071581,0.000005931618,0.00005037587,0.04073014,0.9574165,0.001231473,0.00002060838,0.00006502314],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981006,0.00009824438,0.001444205,0.0000850441,0.00006979256,0.00004670277,0.000005533638,0.000004580347,0.0001452935],"genre_scores_gemma":[0.9995245,0.00001222582,0.0001676933,0.00004734931,0.000209586,5.028638e-7,6.519838e-7,0.0000097565,0.00002778657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02928932,"threshold_uncertainty_score":0.167467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02841364729632324,"score_gpt":0.2427477742495415,"score_spread":0.2143341269532182,"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."}}