{"id":"W4300961429","doi":"10.1002/app.53177","title":"Structure change of atactic polystyrene upon aging","year":2022,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University","funders":"Ministry of Higher Education","keywords":"Polystyrene; Materials science; Polymer science; Polymer chemistry; Composite material; Polymer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001182186,0.0002773617,0.0002004673,0.0005324059,0.000226999,0.000206804,0.0001895175,0.0003063856,0.001660884],"category_scores_gemma":[0.0003553065,0.0001434776,0.0001383122,0.0003829888,0.0002629744,0.0002733342,0.0001336278,0.000379832,0.0003244795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001982054,"about_ca_system_score_gemma":0.0001603638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001263827,"about_ca_topic_score_gemma":0.0006475254,"domain_scores_codex":[0.9998498,0.00001444613,0.000007584604,0.00004080444,0.0000567422,0.00003062226],"domain_scores_gemma":[0.9997008,0.00003005062,0.00008009787,0.00002391507,0.000122255,0.00004295982],"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":[0.00007003536,0.00001510151,0.0009114702,0.00002084052,0.000008363581,0.00008117142,0.00008809259,0.0001794683,0.9969301,0.00006808723,0.00003768732,0.001589748],"study_design_scores_gemma":[0.000008297631,0.0004192486,0.04328686,0.000009887681,0.00002557628,0.000199295,0.00009519457,0.003033092,0.9514267,0.00009075519,0.001387176,0.0000178187],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977238,0.0004554499,0.0008883916,0.00001734531,0.00001608459,0.000006730386,0.0002669825,0.00003040074,0.0005949489],"genre_scores_gemma":[0.997842,0.0001769949,0.0004218599,0.0000276718,0.000007227941,0.000009796823,0.0004151713,0.000012712,0.001086522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001660884,"threshold_uncertainty_score":0.005556226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01537649768412254,"score_gpt":0.2334369918869832,"score_spread":0.2180604942028607,"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."}}