{"id":"W1996093074","doi":"10.1088/0953-8984/27/19/194131","title":"Correlation of structure and mechanical response in solid-like polymers","year":2015,"lang":"en","type":"article","venue":"Journal of Physics Condensed Matter","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Research Executive Agency; Institut Universitaire de France; Agence Nationale de la Recherche","keywords":"Materials science; Correlation; Polymer; Composite material; Polymer science; Mathematics; Geometry","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":[0.0003591259,0.00007129085,0.0001887967,0.00006610378,0.00001416309,0.00002593884,0.00008430655,0.00004792183,0.0002758936],"category_scores_gemma":[0.0000421254,0.00005547964,0.00002802692,0.00007306455,0.00006358499,0.0002391834,0.00002892614,0.00009720457,0.000008195329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002328615,"about_ca_system_score_gemma":0.0001076491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008012556,"about_ca_topic_score_gemma":0.000001678843,"domain_scores_codex":[0.9991221,0.0001659891,0.0003224478,0.00006905588,0.0002269214,0.00009342097],"domain_scores_gemma":[0.9993817,0.00005672442,0.0002821082,0.0000799484,0.0001278838,0.0000716142],"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":[0.001116929,0.00002123008,0.0009550749,0.00001200044,0.000006649764,0.000005158952,0.001271115,0.0003246382,0.9953287,0.0001584097,0.0006073635,0.0001927254],"study_design_scores_gemma":[0.002246037,0.0003596905,0.004817648,0.0001057706,0.00003399482,0.0001024791,0.0006066432,0.001269053,0.9830746,0.006925025,0.0002858188,0.0001732237],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967024,0.0001334002,0.002340125,0.0004202249,0.0002971675,0.00003699198,0.00000797879,0.000002933591,0.00005875188],"genre_scores_gemma":[0.998995,0.000002156344,0.0002583744,0.0005396986,0.00004725856,2.528548e-7,6.983384e-7,0.000008060592,0.0001485012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01225409,"threshold_uncertainty_score":0.3020842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0201127893773724,"score_gpt":0.2578695015077262,"score_spread":0.2377567121303538,"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."}}