{"id":"W2313104584","doi":"10.1007/s10765-014-1748-4","title":"The Discharge Crucible Method for Making Measurements of the Physical Properties of Melts: An Overview","year":2014,"lang":"en","type":"article","venue":"International Journal of Thermophysics","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Crucible (geodemography); Surface tension; Materials science; Viscosity; Argon; Alloy; Atmosphere (unit); Thermodynamics; Analytical Chemistry (journal); Metallurgy; Composite material; Chemistry; Physics; Atomic physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0005004326,0.00009764566,0.0002126018,0.00002117071,0.00004015306,0.00002727942,0.0007311768,0.00002248461,0.000003211805],"category_scores_gemma":[0.00009136024,0.00004755562,0.0002442772,0.00006214794,0.00004426255,0.0001524628,0.00004602672,0.0001107768,3.917776e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002924072,"about_ca_system_score_gemma":0.00002124997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002752082,"about_ca_topic_score_gemma":0.000002118158,"domain_scores_codex":[0.9989438,0.0000704281,0.0003545807,0.0000569421,0.0004815603,0.00009268191],"domain_scores_gemma":[0.9989312,0.00009830967,0.0003402591,0.0001553777,0.0004532212,0.00002159047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003363679,0.0003856065,0.00005600563,0.0004180585,0.001619831,3.796709e-7,0.001121062,0.10159,0.7041892,0.08287068,0.00002985341,0.1073829],"study_design_scores_gemma":[0.0006956823,0.0001440936,0.0004115801,0.0005672078,0.0001313832,0.000008324249,0.00008215961,0.7865627,0.1406552,0.06931398,0.001276185,0.0001514992],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7290145,0.001722545,0.2653878,0.0004137683,0.001929826,0.0002719714,0.00002237749,0.00001711597,0.001220169],"genre_scores_gemma":[0.9982834,0.00006298462,0.001288319,0.00002913809,0.0002972084,0.00000378368,4.102156e-7,0.00001991722,0.00001481686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6849726,"threshold_uncertainty_score":0.1939262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07278509132889188,"score_gpt":0.3291859187773292,"score_spread":0.2564008274484373,"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."}}