{"id":"W4378418677","doi":"10.54026/rdps/1006","title":"Studies on the Time-Dependent Behavior of Semi-Crystalline Polymers","year":2023,"lang":"en","type":"article","venue":"","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Polymer; Amorphous solid; Materials science; Liquid crystalline; Polymer science; Composite material; Crystallography; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004045921,0.00009631396,0.0001410518,0.00006083203,0.0001067616,0.00002423804,0.0002103749,0.00002649947,0.004179031],"category_scores_gemma":[0.0000812114,0.00005123037,0.00004021214,0.0001981086,0.0001471724,0.00005733262,0.000104517,0.00003643731,0.0009227063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001361257,"about_ca_system_score_gemma":0.00002610994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000027022,"about_ca_topic_score_gemma":0.00001134448,"domain_scores_codex":[0.9990741,0.00007721959,0.0002340846,0.0001499118,0.000298035,0.0001666281],"domain_scores_gemma":[0.9994809,0.000130832,0.00007404119,0.0002280753,0.00005325074,0.00003292726],"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":[0.0000188533,0.00003270904,0.00004525206,0.00001129328,0.00001249604,0.000002941097,0.0008097426,0.0002024023,0.9939764,0.001390947,0.00329157,0.0002053816],"study_design_scores_gemma":[0.0001186827,0.00007339123,0.00006988967,0.00002111705,0.00001740457,0.000001424913,0.001949725,0.00029298,0.996241,0.00007993726,0.00104297,0.00009143537],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906932,0.0003239933,0.00003395087,0.001622339,0.0002639195,0.0002012827,0.00003440073,0.0002308346,0.006596079],"genre_scores_gemma":[0.9586666,0.00006346623,0.00001581893,0.0004592131,0.00002917022,0.00003306598,0.000004544431,0.00001210014,0.04071604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03411997,"threshold_uncertainty_score":0.9998552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05362757717260903,"score_gpt":0.2910233453148761,"score_spread":0.237395768142267,"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."}}