{"id":"W3024316158","doi":"10.1149/ma2020-01452563mtgabs","title":"Utilizing Band Diagrams to Interpret the Photovoltage and Photocurrent in Photoanodes: A Semiclassical Device Modeling Study","year":2020,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Iron oxide chemistry and applications","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Photocurrent; Bottleneck; Inefficiency; Computer science; Population; Surface photovoltage; Optoelectronics; Work (physics); Voltage; Engineering physics; Materials science; Nanotechnology; Electrical engineering; Physics; Engineering","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":[0.0003946576,0.0002154506,0.000223341,0.00002750334,0.0001555268,0.0001148363,0.0002841142,0.00007080616,0.00001957856],"category_scores_gemma":[0.0005592761,0.0001786231,0.00004339921,0.0002641685,0.00003229891,0.00007142493,0.0001366897,0.0004281395,0.00002819914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004528857,"about_ca_system_score_gemma":0.00002703235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00102821,"about_ca_topic_score_gemma":0.0004112268,"domain_scores_codex":[0.998477,0.00005761736,0.0004509842,0.0004808984,0.0002025086,0.0003309945],"domain_scores_gemma":[0.9990988,0.0003287436,0.00006761748,0.0002575254,0.00003236495,0.0002148865],"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":[0.0000875286,0.0003076597,0.002319131,0.00007804348,0.00002779222,0.00003191605,0.02597926,0.1436141,0.8264744,0.00001190889,0.0001670019,0.0009013272],"study_design_scores_gemma":[0.001187814,0.000115599,0.00122299,0.0004294826,0.00005818154,0.00001203538,0.02550772,0.2101962,0.7534362,0.0001577466,0.007055095,0.0006209893],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781765,0.0001123032,0.00003280406,0.0006580466,0.0000382664,0.0005632548,0.000005818842,0.00009394302,0.02031906],"genre_scores_gemma":[0.9988918,0.00000874758,0.0001227488,0.000589959,0.0001188123,0.0002144366,0.000006014106,0.00002857526,0.00001885907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07303814,"threshold_uncertainty_score":0.7284037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04339927443808318,"score_gpt":0.2866633684997267,"score_spread":0.2432640940616436,"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."}}