{"id":"W3185839801","doi":"10.1016/j.jnoncrysol.2021.121059","title":"Thermal and elastic properties of binary and ternary high borate glass networks from first-principles methods","year":2021,"lang":"en","type":"article","venue":"Journal of Non-Crystalline Solids","topic":"Glass properties and applications","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"Compute Canada; Natural Sciences and Engineering Research Council of Canada; Dalhousie Medical Research Foundation","keywords":"Ternary operation; Boron; Thermal expansion; Elastic modulus; Materials science; Thermodynamics; Binary number; Ternary numeral system; Composite material; Chemistry; Physics; Mathematics; Organic 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002753463,0.0003149504,0.0003676604,0.0003819821,0.0003482862,0.000457222,0.000579086,0.0004582222,0.00397441],"category_scores_gemma":[0.0003175384,0.0004254759,0.0003224257,0.0002753342,0.0005939037,0.0006083849,0.0002801795,0.0005494697,0.0002639825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000504777,"about_ca_system_score_gemma":0.0003094338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152177,"about_ca_topic_score_gemma":0.003575055,"domain_scores_codex":[0.9998991,0.00001738434,0.000002640298,0.00001517454,0.00004524213,0.0000203812],"domain_scores_gemma":[0.9998815,0.00006809565,0.0000133592,0.00001623303,0.00001479558,0.00000604438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000314176,0.0002979092,0.001152807,0.0009437957,0.00005899747,0.0002375481,0.0003321583,0.6278381,0.2763374,0.06934276,0.002023581,0.02112079],"study_design_scores_gemma":[0.00003125055,0.00007373934,0.001231877,0.00002595975,0.00001391424,0.00002677599,0.00004154786,0.9571602,0.03566442,0.004370474,0.00133283,0.0000270843],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9384161,0.001514373,0.02911841,0.0003534823,0.00007726534,0.00005912383,0.0005452243,0.0001995311,0.0297165],"genre_scores_gemma":[0.9882238,0.0003980946,0.007546203,0.0000371039,0.00001226212,0.00005931216,0.0001617844,0.00005321557,0.003508235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00397441,"threshold_uncertainty_score":0.01329571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02582066622015653,"score_gpt":0.2650241713622448,"score_spread":0.2392035051420882,"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."}}