{"id":"W4401081562","doi":"10.1002/celc.202400348","title":"The Structural Properties and Photoelectrocatalytic Response of Mn‐Doped Hematite Photoanodes Prepared via a Modified Electrodeposition Approach","year":2024,"lang":"en","type":"article","venue":"ChemElectroChem","topic":"Iron oxide chemistry and applications","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Center for High Performance Computing; Copperbelt University; University of Pretoria","keywords":"Photocurrent; Hematite; Materials science; Doping; Electrolyte; Chemical engineering; Polyethylene glycol; PEG ratio; Nanotechnology; Inorganic chemistry; Chemistry; Electrode; Physical chemistry; Metallurgy; Optoelectronics","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":[0.0002784824,0.0002667593,0.0002501433,0.00005260904,0.000278166,0.0001352057,0.0002692147,0.0001217228,0.00001194474],"category_scores_gemma":[0.00007311105,0.0001924079,0.0001034123,0.0004226402,0.000206931,0.0001420962,0.00005461586,0.0002608338,0.000004886044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001340434,"about_ca_system_score_gemma":0.0001307032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003423034,"about_ca_topic_score_gemma":0.000008527152,"domain_scores_codex":[0.9984353,0.00006018823,0.0003773003,0.0004562589,0.0002262437,0.0004447292],"domain_scores_gemma":[0.9991347,0.0001705879,0.00009721684,0.0004342183,0.00008948327,0.0000738626],"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":[0.0007594508,0.00002656023,0.000001074019,0.000321043,0.0001062827,9.33358e-7,0.0006115115,0.00002240367,0.9940794,0.003139888,0.0001548514,0.0007765733],"study_design_scores_gemma":[0.0002348862,0.00007782901,0.00001275848,0.00004778167,0.00006506337,0.0001169804,0.00009684809,0.03597175,0.9600504,0.002622339,0.0004841036,0.0002192567],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905738,0.004161924,0.001840791,0.0002120601,0.00001837392,0.0003972737,0.000005956818,0.0002291818,0.002560697],"genre_scores_gemma":[0.997402,0.00009197181,0.0003025451,0.00002937461,0.00007169125,0.0003954908,0.00008258813,0.00004495226,0.001579427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03594935,"threshold_uncertainty_score":0.7846164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01369012530960942,"score_gpt":0.2247692246219662,"score_spread":0.2110790993123568,"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."}}