{"id":"W3203050932","doi":"10.1016/j.mtphys.2021.100546","title":"Superconducting binary hydrides: Theoretical predictions and experimental progresses","year":2021,"lang":"en","type":"article","venue":"Materials Today Physics","topic":"High-pressure geophysics and materials","field":"Earth and Planetary Sciences","cited_by":79,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"National Natural Science Foundation of China","keywords":"Superconductivity; Metallic hydrogen; Hydrogen; Materials science; Hydride; Room-temperature superconductor; Periodic table; Critical field; Condensed matter physics; High-temperature superconductivity; Engineering physics; Metal; Physics; Metallurgy; Quantum mechanics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001577981,0.0001749215,0.0002665695,0.00001511449,0.00023359,0.0002910028,0.00009886263,0.00006239371,0.004463334],"category_scores_gemma":[0.00002399942,0.0001479039,0.00003453888,0.00009351746,0.0002197325,0.0003241266,0.0000556529,0.00005333633,0.0001023343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002402269,"about_ca_system_score_gemma":0.00004512316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001397524,"about_ca_topic_score_gemma":0.00000659843,"domain_scores_codex":[0.9988461,0.0001306648,0.0002300388,0.0003310695,0.0001766564,0.000285427],"domain_scores_gemma":[0.9995149,0.00007240835,0.00005333323,0.0002098683,0.00004662936,0.0001028492],"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":[0.00003712381,0.0001018223,0.001653733,0.00007757908,0.00004816648,0.0000559266,0.0006198428,0.0001955662,0.9809731,0.01530373,0.0002782063,0.0006552686],"study_design_scores_gemma":[0.0002434647,0.0001106595,0.003731197,0.00004260628,0.00003582987,0.00003033331,0.0004180701,0.0001617511,0.9861376,0.007899831,0.0009483864,0.00024024],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965709,0.0003814934,0.00002161208,0.0001275441,0.001192065,0.0001418344,0.0003556235,0.00008196446,0.001126978],"genre_scores_gemma":[0.9980347,0.00004423532,0.0006165941,0.00007839692,0.0008322541,0.000007634535,0.0003163524,0.000009927379,0.00005987133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007403894,"threshold_uncertainty_score":0.9964467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01300353458919828,"score_gpt":0.2307983717886918,"score_spread":0.2177948371994936,"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."}}