{"id":"W1994652489","doi":"10.1007/s11663-009-9299-y","title":"Predictions for the Sound Velocity in Various Liquid Metals at Their Melting Point Temperatures","year":2009,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions B","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Melting point; Dimensionless quantity; Viscosity; Thermodynamics; Surface tension; Anharmonicity; Molybdenum; Speed of sound; Chemistry; Atom (system on chip); Volume (thermodynamics); Materials science; Condensed matter physics; Physics","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":[0.0004506331,0.000493644,0.0003978158,0.000745648,0.0005514922,0.0006951102,0.001063592,0.0009312087,0.002055701],"category_scores_gemma":[0.001924431,0.0004715795,0.0005009534,0.0004447611,0.0009217177,0.0009385904,0.0003936709,0.0008526702,0.0005146945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008584366,"about_ca_system_score_gemma":0.0008717946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007559441,"about_ca_topic_score_gemma":0.005404928,"domain_scores_codex":[0.9998709,0.00001528733,0.000005335907,0.00002172007,0.00005671294,0.00002996881],"domain_scores_gemma":[0.999369,0.0003710316,0.00005662455,0.00004121445,0.00012252,0.00003973285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007690117,0.0000231047,0.001217861,0.0000538552,0.000006124653,0.00008454064,0.0001234933,0.9659673,0.007001481,0.01968682,0.0007162446,0.005042376],"study_design_scores_gemma":[0.00001106484,0.00001101861,0.0004358887,0.00000824279,0.000002976525,0.000008238656,0.00002732579,0.9919884,0.003072869,0.004117608,0.0003076225,0.000008796036],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6791788,0.001055904,0.2743938,0.001036742,0.0003499655,0.0001253064,0.0008602096,0.001632283,0.04136706],"genre_scores_gemma":[0.9862666,0.000233345,0.00911919,0.00004566667,0.00002982458,0.00005761428,0.000197794,0.0001190924,0.003930755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007559441,"threshold_uncertainty_score":0.01503092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832211793642673,"score_gpt":0.2344118920122853,"score_spread":0.2160897740758586,"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."}}