{"id":"W2782194997","doi":"10.1557/adv.2017.640","title":"In Situ X-Ray Diffraction Studies of Crystallization Growth Behavior in ZnO-Bi2O3-B2O3 Glass as a Route to Functional Optical Devices","year":2018,"lang":"en","type":"article","venue":"MRS Advances","topic":"Glass properties and applications","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Materials science; Differential scanning calorimetry; Crystallization; Nucleation; Diffraction; Phase (matter); Analytical Chemistry (journal); Quenching (fluorescence); Crystal (programming language); X-ray crystallography; Chemical engineering; Optics; Thermodynamics; Fluorescence","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":[0.0001237906,0.0001654676,0.0001865869,0.0001422535,0.0003097491,0.0003830325,0.0002147161,0.0002034784,0.0009612293],"category_scores_gemma":[0.000213272,0.0002275179,0.0001391174,0.0002763212,0.0002852956,0.0002305282,0.0001113494,0.0003004986,0.0001466323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00058893,"about_ca_system_score_gemma":0.0002968076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01019693,"about_ca_topic_score_gemma":0.01805926,"domain_scores_codex":[0.999909,0.000006629899,0.00000765664,0.00002182988,0.00003031485,0.00002454014],"domain_scores_gemma":[0.9998897,0.00003735591,0.00002987806,0.00000718128,0.00002552556,0.0000102988],"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":[0.00009705826,0.00001189533,0.000518091,0.00002455429,0.000002493519,0.00002606509,0.00004426441,0.00007982249,0.9987496,0.00005003627,0.00003209227,0.0003639545],"study_design_scores_gemma":[0.00001535474,0.00005750041,0.009105668,0.000003797601,0.000008931102,0.00003973971,0.00008346784,0.001112083,0.9891202,0.0000184116,0.000429512,0.000005269421],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972747,0.0004257252,0.0006932115,0.00004229311,0.00000934706,0.00001017101,0.00026584,0.00001885051,0.001259826],"genre_scores_gemma":[0.9981949,0.000226444,0.0006156624,0.000008278462,0.000003394242,0.000007100608,0.0001487186,0.00001302616,0.000782394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01019693,"threshold_uncertainty_score":0.02027512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02977900210531873,"score_gpt":0.3131924169660005,"score_spread":0.2834134148606818,"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."}}