{"id":"W2169586543","doi":"10.1111/j.1551-2916.2010.03722.x","title":"Thermal and Structural Property Characterization of Commercially Moldable Glasses","year":2010,"lang":"en","type":"article","venue":"Journal of the American Ceramic Society","topic":"Glass properties and applications","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Thermal expansion; Materials science; Molding (decorative); Characterization (materials science); Thermal; Finite element method; Relaxation (psychology); Glass transition; Composite material; Thermomechanical analysis; Lens (geology); Viscosity; Thermodynamics; Polymer; Optics; Nanotechnology","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":[0.0002127435,0.00007225468,0.0001879325,0.000008345697,0.0001446701,0.00004419285,0.0002944192,0.00002296126,0.00004652497],"category_scores_gemma":[0.00002641555,0.0000335472,0.0001054603,0.0001071499,0.0004406842,0.0001506242,0.00008196785,0.0001819719,0.000001059119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001578419,"about_ca_system_score_gemma":0.00008262337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001442519,"about_ca_topic_score_gemma":0.000005997164,"domain_scores_codex":[0.9993486,0.00004187655,0.0002529931,0.00007305259,0.0001723055,0.0001111497],"domain_scores_gemma":[0.9989396,0.00002865003,0.0006832878,0.0001626175,0.0001491046,0.00003674537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001574714,0.00001594703,0.005565055,0.000007072529,0.0000109984,6.937632e-8,0.0004435905,0.00001667981,0.9902013,0.00003684562,0.0001447378,0.003541986],"study_design_scores_gemma":[0.0003285586,0.0001486611,0.5552996,0.00002607495,0.00005308949,0.00005406154,0.0006203274,0.00172343,0.4385913,0.0001319734,0.002888941,0.000134021],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973434,0.00001094132,0.00005676645,0.002203236,0.0002410231,0.00008423424,0.0000106851,0.00000574093,0.00004402452],"genre_scores_gemma":[0.9977272,0.0000358016,0.001568248,0.0004197488,0.0001366059,0.000001718709,5.149448e-7,0.000008184168,0.0001019408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.55161,"threshold_uncertainty_score":0.1623719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009121074089959658,"score_gpt":0.2337867613670491,"score_spread":0.2246656872770894,"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."}}