{"id":"W4323656152","doi":"10.1139/cjp-2022-0270","title":"Structural transformation and anomalous diffusion in network forming liquid GeO<sub>2</sub>","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"Glass properties and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Diffusion; Tetrahedron; Coordination number; Bond length; Thermal diffusivity; Polyhedron; Phase (matter); Oxide; Octahedron; Crystallography; Chemical physics; Compression (physics); Work (physics); Thermodynamics; Molecule; Materials science; Chemistry; Geometry; Ion; Metallurgy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005694879,0.0001522037,0.0001396194,0.0001664125,0.0003254141,0.0002675708,0.0004041882,0.0003447373,0.001963461],"category_scores_gemma":[0.0002684724,0.0001473172,0.0002320085,0.000148542,0.0003363371,0.0006074798,0.0002316257,0.0002102572,0.00008301943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000447678,"about_ca_system_score_gemma":0.0003522787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004437665,"about_ca_topic_score_gemma":0.003692129,"domain_scores_codex":[0.9999636,0.000004252068,0.000001190047,0.000005830229,0.00001148408,0.00001359901],"domain_scores_gemma":[0.9999288,0.0000247532,0.00001622985,0.000006047105,0.00001235254,0.00001175319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004140223,0.0002104016,0.01213897,0.0003916055,0.00006258998,0.001066313,0.0004960664,0.6453428,0.3035555,0.02470955,0.001541079,0.01007117],"study_design_scores_gemma":[0.00004570736,0.0001747007,0.002229145,0.000006991866,0.00001966166,0.00008491776,0.0001107246,0.9622032,0.03194292,0.001935946,0.0012324,0.00001360005],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994076,0.0001076352,0.002909715,0.00009766669,0.00001618171,0.000008724218,0.00007469877,0.00005382896,0.002655505],"genre_scores_gemma":[0.9979292,0.00007465167,0.001378127,0.00001388591,0.000002252677,0.00001007801,0.00005891157,0.00001359809,0.000519285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004437665,"threshold_uncertainty_score":0.008823633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01341151611258748,"score_gpt":0.2043798032550817,"score_spread":0.1909682871424942,"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."}}