{"id":"W2082077229","doi":"10.1557/jmr.2003.0347","title":"Thermal and structural properties of B<sub>2</sub>O<sub>3</sub>–H<sub>2</sub>O glasses","year":2003,"lang":"en","type":"article","venue":"Journal of materials research/Pratt's guide to venture capital sources","topic":"Glass properties and applications","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Allison University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Differential scanning calorimetry; Stoichiometry; Glass transition; Scattering; Quenching (fluorescence); Analytical Chemistry (journal); Crystallography; Atmospheric temperature range; Thermal; Chemical composition; Mineralogy; Thermodynamics; Physical chemistry; Optics; Fluorescence; Composite material; Polymer; 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":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003923399,0.0006435828,0.001176033,0.0004789727,0.0007710551,0.001163698,0.001131224,0.0003521537,0.0001711636],"category_scores_gemma":[0.001330241,0.0004537273,0.0002656504,0.0004976429,0.0009728369,0.001042304,0.0005818598,0.00064287,0.0001650372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000225666,"about_ca_system_score_gemma":0.0004896149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008874841,"about_ca_topic_score_gemma":0.00005801488,"domain_scores_codex":[0.9927256,0.001262213,0.001951354,0.0007494356,0.001989476,0.001321948],"domain_scores_gemma":[0.9957862,0.0002451715,0.001050926,0.0006967287,0.001528395,0.0006925847],"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":[0.0005837936,0.0001537727,0.0001229772,0.0003314331,0.0001051535,0.00005169842,0.001823717,0.0003820774,0.9916931,0.0003497995,0.003022202,0.001380276],"study_design_scores_gemma":[0.00088259,0.0009081649,0.001996598,0.0004725164,0.0000750285,0.0002832787,0.002500385,0.00001201576,0.988165,0.0005121308,0.003667049,0.0005252181],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927375,0.003650619,0.00002476158,0.001426532,0.0008956734,0.0009588867,0.0001580708,0.00005636548,0.00009157197],"genre_scores_gemma":[0.9974821,0.0008820199,0.0003367622,0.0001611064,0.0008900656,0.00009168825,0.000009370699,0.0001125167,0.00003443056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004744521,"threshold_uncertainty_score":0.9998732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02613464955916655,"score_gpt":0.2786731807728765,"score_spread":0.2525385312137099,"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."}}