{"id":"W4304890644","doi":"10.26434/chemrxiv-2022-bs6ds","title":"A comparison of photodeposited RuOx foralkaline water electrolysis","year":2022,"lang":"en","type":"preprint","venue":"ChemRxiv","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada); University of Calgary","funders":"Alexander von Humboldt-Stiftung","keywords":"Electrolysis; Oxygen evolution; Nanocrystalline material; X-ray photoelectron spectroscopy; Renewable energy; Catalysis; Electrochemistry; Chemical engineering; Alkaline water electrolysis; Materials science; Amorphous solid; Electrolysis of water; Chemistry; Nanotechnology; Electrode","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003380129,0.0005042321,0.001093479,0.0004035114,0.0001424598,0.00003226351,0.0009566075,0.0004269921,0.002736854],"category_scores_gemma":[0.00003724201,0.0004486307,0.000590655,0.000378453,0.000074699,0.00006637254,0.001289915,0.001086329,0.00005375777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004854771,"about_ca_system_score_gemma":0.0001146814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002200011,"about_ca_topic_score_gemma":0.0002758344,"domain_scores_codex":[0.9968672,0.0001171502,0.0008165906,0.0007909471,0.000761425,0.0006466549],"domain_scores_gemma":[0.9979128,0.00004984108,0.0004189736,0.001282209,0.0002198138,0.0001163327],"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":[0.0002553843,0.0003703496,0.001386029,0.0003094229,0.0007128385,0.00001615356,0.0006644083,0.01161299,0.981564,0.0007158751,0.001679574,0.0007129757],"study_design_scores_gemma":[0.0005291912,0.0001317653,0.00004724323,0.00003695695,0.0003509608,0.000004426098,0.00005487217,0.005479691,0.9712651,0.001009741,0.02060303,0.0004869884],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871171,0.0008626851,0.0002098685,0.0002348127,0.0003772542,0.0002448858,0.000001987215,0.0002747309,0.0106767],"genre_scores_gemma":[0.9941251,0.00005403499,0.0003495637,0.0001008215,0.0001334364,0.0001763169,0.002514397,0.0001214837,0.002424896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01892346,"threshold_uncertainty_score":0.9997966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705108715657053,"score_gpt":0.2736505816048714,"score_spread":0.2565994944483009,"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."}}