{"id":"W4402023790","doi":"10.1016/j.jcis.2024.08.200","title":"Revealing the role of 1T- &amp; 2H- molybdenum Disulfide/Nickel sulfide heterojunction for efficient overall water splitting","year":2024,"lang":"en","type":"article","venue":"Journal of Colloid and Interface Science","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canada First Research Excellence Fund; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Molybdenum disulfide; Nickel sulfide; Nickel; Sulfide; Materials science; Molybdenum; Hydrogen sulfide; Disulfide bond; Water splitting; Sustainable energy; Heterojunction; Hydrogen production; Chemical engineering; Sulfur; Chemistry; Hydrogen; Catalysis; Metallurgy; Renewable energy; Optoelectronics; Organic chemistry; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001989295,0.0001323305,0.0002133506,0.0002375045,0.0002315084,0.0001778663,0.0003977938,0.00004504957,0.00001718752],"category_scores_gemma":[0.0002159526,0.00007370884,0.000150672,0.0003129035,0.0002272531,0.0004240965,0.0001239437,0.0002053634,0.000006375522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001862163,"about_ca_system_score_gemma":0.0001319984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001202419,"about_ca_topic_score_gemma":0.000036555,"domain_scores_codex":[0.9983544,0.00003812114,0.0005059261,0.000228803,0.0005499226,0.000322799],"domain_scores_gemma":[0.9990237,0.0001492306,0.0001980858,0.0001831115,0.0003586601,0.00008718343],"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":[0.0001065182,0.00001925654,0.00002649664,0.00003441391,0.00002781891,4.140226e-7,0.0009467026,0.01211409,0.9826244,0.002380831,0.0001753337,0.001543764],"study_design_scores_gemma":[0.0002399034,0.0002382805,0.00002605516,0.0002642995,0.0000409171,0.00009430615,0.0003962051,0.01324981,0.9484011,0.001651296,0.03530185,0.00009597604],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920959,0.002160028,0.003788546,0.0004334824,0.0008130281,0.00009553852,0.000001041565,0.00001455367,0.0005978327],"genre_scores_gemma":[0.9984403,0.00006549212,0.0003253938,0.0000552672,0.0001327937,0.000002620524,6.915866e-7,0.00001426335,0.0009632071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03512652,"threshold_uncertainty_score":0.3005759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00810684802711339,"score_gpt":0.2532335867505391,"score_spread":0.2451267387234257,"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."}}