{"id":"W3179588921","doi":"10.1002/ente.202100181","title":"Identification of Three Coexistent Defect Types in Hematite Photoanodes through Structure–Property Analysis","year":2021,"lang":"en","type":"article","venue":"Energy Technology","topic":"Iron oxide chemistry and applications","field":"Energy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Hematite; Raman spectroscopy; Linear sweep voltammetry; Materials science; Dielectric spectroscopy; Sintering; Fabrication; Cyclic voltammetry; Electrochemistry; Nanotechnology; Analytical Chemistry (journal); Chemistry; Optics; Composite material; Electrode; Metallurgy; Physical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001513515,0.0001754084,0.0001420417,0.000436283,0.0001018866,0.0002992144,0.0002419332,0.0003285016,0.0004243155],"category_scores_gemma":[0.0003334796,0.000157763,0.0001413696,0.0002082767,0.0002153492,0.000181644,0.0001143735,0.0002217119,0.00006020349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002033872,"about_ca_system_score_gemma":0.0001041001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005261977,"about_ca_topic_score_gemma":0.001205786,"domain_scores_codex":[0.9999003,0.000007854382,0.000007266707,0.00003002439,0.00004167914,0.00001272894],"domain_scores_gemma":[0.9997732,0.00006947829,0.00007167105,0.00002341383,0.00005100501,0.00001124974],"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":[0.00003383617,0.00001286717,0.001114908,0.0000161372,0.000003727163,0.00003354677,0.00001707725,0.0001667093,0.9971532,0.00003468237,0.000004679777,0.001408714],"study_design_scores_gemma":[0.000002325629,0.00008181222,0.008061616,0.000001887037,0.00001028201,0.0001069786,0.00003023383,0.00270007,0.9888468,0.00003016974,0.0001246373,0.000003221471],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974878,0.0001062227,0.002049925,0.00001120808,0.000001215008,0.00001265255,0.0001030427,0.00002379743,0.000204138],"genre_scores_gemma":[0.996145,0.0001077502,0.00320082,0.000005904943,7.034072e-7,0.00001380099,0.0001572138,0.000006218161,0.0003625756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005261977,"threshold_uncertainty_score":0.001475692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01222157914280149,"score_gpt":0.2419691955175642,"score_spread":0.2297476163747627,"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."}}