{"id":"W4293543037","doi":"10.1051/epjap/2022220156","title":"Na-doping approach for conductivity enhancement of natural phosphate derived fluorapatites","year":2022,"lang":"en","type":"article","venue":"The European Physical Journal Applied Physics","topic":"Chemical Synthesis and Characterization","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Ionic conductivity; Conductivity; Electrolyte; Scanning electron microscope; Fourier transform infrared spectroscopy; Fast ion conductor; Materials science; Doping; Analytical Chemistry (journal); Ceramic; Spectroscopy; Ionic bonding; Infrared spectroscopy; Chemical engineering; Ion; Chemistry; Physical chemistry; Chromatography; Electrode; Composite material","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":[],"consensus_categories":[],"category_scores_codex":[0.0003384406,0.0001337417,0.0001833158,0.000005313008,0.0004371758,0.00003015458,0.0003831625,0.000005799502,0.00005455179],"category_scores_gemma":[0.000007489916,0.00009468115,0.0001323515,0.0001543695,0.0001364282,0.00009067644,0.0003368109,0.0002759041,0.00001132932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000810482,"about_ca_system_score_gemma":0.000006652109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002124348,"about_ca_topic_score_gemma":2.424425e-8,"domain_scores_codex":[0.9989206,0.0001391702,0.0001990405,0.000189737,0.000353267,0.0001981799],"domain_scores_gemma":[0.9993989,0.00009338571,0.000283384,0.0001641588,0.00001137796,0.00004883497],"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":[0.00006079776,0.0003382886,0.00002056127,0.000007920974,0.0000250727,2.547942e-7,0.0005655471,0.002753348,0.9312015,0.0004689239,0.0001677881,0.06439003],"study_design_scores_gemma":[0.0004896072,0.00008279859,0.000988721,0.000005617924,0.00004987647,0.000004064232,0.0002230437,0.005551343,0.986549,0.005198509,0.0006319486,0.0002255046],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766798,0.00001109001,0.01442849,0.00004177917,0.00007016004,0.0002658948,0.00001224815,0.00001357486,0.00847695],"genre_scores_gemma":[0.9985121,0.000003806404,0.0008495727,0.0001035435,0.000418648,0.00002802528,0.00002473257,0.00002486313,0.0000346591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06416453,"threshold_uncertainty_score":0.3860985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470013679056565,"score_gpt":0.2092319458339881,"score_spread":0.1945318090434225,"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."}}