{"id":"W4403250473","doi":"10.1021/acsaem.4c01311","title":"Design Principles and Interfacial Engineering in an <i>In Situ</i> Grown Nickel Oxy-Nitride (Ni<sub><i>x</i></sub>O<sub><i>y</i></sub>N<sub><i>z</i></sub>) System Manifesting Synergistic Properties for Photocatalysis","year":2024,"lang":"en","type":"article","venue":"ACS Applied Energy Materials","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Department of Science and Technology, Ministry of Science and Technology, India; Jain University","keywords":"Nickel; Nitride; In situ; Materials science; Metallurgy; Chemistry; Nanotechnology; Layer (electronics)","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"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001979881,0.001625887,0.002140976,0.001285681,0.0003213169,0.0008302889,0.001024659,0.0007874326,0.000004169948],"category_scores_gemma":[0.0002490966,0.001662329,0.0002220692,0.001283109,0.0002611582,0.0009344793,0.0007030817,0.0005259938,0.00004103644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008226227,"about_ca_system_score_gemma":0.0002122386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004792892,"about_ca_topic_score_gemma":0.001409388,"domain_scores_codex":[0.992036,0.0003671432,0.0026612,0.002379699,0.0007313194,0.001824678],"domain_scores_gemma":[0.9967948,0.0006611259,0.0006196332,0.001361348,0.0001829274,0.0003801997],"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":[0.0008163945,0.0001614301,0.000005580623,0.001918598,0.0002600299,0.000212067,0.0005393763,0.04191876,0.9410914,0.008165225,0.00005118702,0.004860001],"study_design_scores_gemma":[0.001260403,0.0002131068,0.00001868607,0.001534741,0.0003535746,0.0001092086,0.0002645826,0.004585878,0.9886468,0.0008864609,0.0003129693,0.001813586],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753234,0.0005893689,0.01899575,0.00001967783,0.0006511385,0.002207397,0.0001078543,0.001823089,0.0002823018],"genre_scores_gemma":[0.9869608,0.0005205738,0.002393882,0.0001226404,0.0006128839,0.008180874,0.0005684684,0.0006273441,0.00001250973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04755545,"threshold_uncertainty_score":0.9996489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02121999706348515,"score_gpt":0.2233914769194977,"score_spread":0.2021714798560125,"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."}}