{"id":"W2908977336","doi":"10.1002/aenm.201802994","title":"Discovery of Calcium‐Metal Alloy Anodes for Reversible Ca‐Ion Batteries","year":2019,"lang":"en","type":"article","venue":"Advanced Energy Materials","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vector Institute; University of Toronto; Canadian Institute for Advanced Research","funders":"Center for Hierarchical Materials Design; Argonne National Laboratory; Basic Energy Sciences; National Institute of Standards and Technology; Office of Science; U.S. Department of Commerce; U.S. Department of Energy","keywords":"Anode; Materials science; Electrochemistry; Intercalation (chemistry); Electrolyte; Density functional theory; Metal; Alloy; Voltage; Transition metal; Graphite; Ion; Nanotechnology; Chemical engineering; Inorganic chemistry; Catalysis; Physical chemistry; Metallurgy; Electrode; Computational chemistry; Electrical engineering; Chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001475171,0.0002979042,0.0005970131,0.00009428025,0.00003916558,0.00004895719,0.0002395845,0.00009843373,0.0005224261],"category_scores_gemma":[0.00001942102,0.000294912,0.0000596174,0.00008236586,0.00005722377,0.0009958162,0.00009131659,0.00002697557,0.00003617604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007007254,"about_ca_system_score_gemma":0.00001277833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002321189,"about_ca_topic_score_gemma":0.000004739309,"domain_scores_codex":[0.9985388,0.00003987724,0.0005666189,0.0002985753,0.0001599937,0.0003961362],"domain_scores_gemma":[0.99922,0.00008926912,0.0001491656,0.0004554507,0.00005180893,0.00003430924],"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":[0.0001169807,0.00001847214,0.00003853772,0.0003865369,0.0000580166,8.980526e-7,0.00003498589,0.01705605,0.979405,0.002265048,0.0003552869,0.0002641362],"study_design_scores_gemma":[0.0007133312,0.0001061336,0.0001031971,0.0001033296,0.0000241701,0.000002931914,0.00004554535,0.00003554983,0.9835582,0.001367082,0.01361044,0.0003301032],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809777,0.0001326551,0.01315945,0.00001706211,0.004106443,0.000301009,0.0005757518,0.0001623225,0.0005676567],"genre_scores_gemma":[0.9903001,0.0001087428,0.006423758,0.00009627152,0.0001687924,0.0001472159,0.0002614167,0.00009837054,0.002395301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0170205,"threshold_uncertainty_score":0.9999503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01063480055293069,"score_gpt":0.237801303848532,"score_spread":0.2271665032956013,"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."}}