{"id":"W2257174037","doi":"10.1021/acs.jpclett.5b02759","title":"Electrochemical Potential Derived from Atomic Cluster Structures","year":2016,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry Letters","topic":"Phase-change materials and chalcogenides","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"Natural Sciences and Engineering Research Council of Canada; Ministerio de Economía y Competitividad; Natural Science Foundation of Hebei Province; Eusko Jaurlaritza; Ministry of Education and Science of the Russian Federation; National Natural Science Foundation of China; Canada Research Chairs","keywords":"Cluster (spacecraft); Electrochemistry; Electrochemical potential; Nanotechnology; Materials science; Chemistry; Computer science; Electrode; Physical chemistry; Computer network","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":[0.0001617426,0.0001746723,0.0002739549,0.0000102532,0.00006970466,0.00004819411,0.0005431549,0.0000502554,0.0005166382],"category_scores_gemma":[0.00004440751,0.00008436172,0.0001584677,0.00003334208,0.0002075486,0.0001358475,0.00009358351,0.0001339879,0.00003271273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005971271,"about_ca_system_score_gemma":0.00002642699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006360038,"about_ca_topic_score_gemma":2.299752e-7,"domain_scores_codex":[0.998875,0.00008034164,0.0002813296,0.0001405711,0.0003378335,0.0002849917],"domain_scores_gemma":[0.9991443,0.0001799407,0.0002983126,0.0002160353,0.00005472615,0.0001066614],"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":[0.0003493189,0.00003312475,0.000003303226,0.00000825952,0.00003178274,0.00001067456,0.0001204737,0.000006662328,0.9988006,0.000003045947,0.0005395692,0.0000932168],"study_design_scores_gemma":[0.0007664803,0.00002169401,0.0000832562,0.00003448733,0.00008391822,0.00008310015,0.00002167796,0.00001922456,0.9966882,0.002011745,0.00005551703,0.0001306814],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994419,0.00005037939,0.00232739,0.002958755,0.0001419196,0.00004535304,0.00002767589,0.00001650289,0.00001303154],"genre_scores_gemma":[0.9966319,0.000008636613,0.0001455474,0.0005855337,0.002597971,0.000002171657,0.000002020359,0.00001767292,0.000008563046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002456052,"threshold_uncertainty_score":0.5656826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007245590445909568,"score_gpt":0.2186482226932296,"score_spread":0.21140263224732,"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."}}