{"id":"W3128105693","doi":"10.1016/j.isci.2021.102109","title":"Coproduction of hydrogen and lactic acid from glucose photocatalysis on band-engineered Zn1-xCdxS homojunction","year":2021,"lang":"en","type":"article","venue":"iScience","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Fundamental Research Funds for the Central Universities; Canada First Research Excellence Fund; Natural Science Foundation of Hubei Province","keywords":"Photocatalysis; Homojunction; Wurtzite crystal structure; Hydrogen production; Catalysis; Materials science; Lactic acid; Hydrogen; Chemical engineering; Photochemistry; Chemistry; Zinc; Optoelectronics; Organic chemistry; Metallurgy","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":[0.0001727976,0.0001512076,0.0002361041,0.0001264062,0.00009882117,0.00002913852,0.00016619,0.00006930622,0.0001052754],"category_scores_gemma":[0.0002443382,0.0001467382,0.00006613347,0.0008538941,0.0001519961,0.0003500165,0.00005815192,0.000121973,0.00002819788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006820268,"about_ca_system_score_gemma":0.0000469335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005898876,"about_ca_topic_score_gemma":0.0001619839,"domain_scores_codex":[0.9986574,0.00004734185,0.0002416364,0.0005558293,0.0003144584,0.0001833375],"domain_scores_gemma":[0.9989938,0.00006721207,0.0001272069,0.0006308825,0.0001109661,0.00006994028],"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":[0.00003184921,0.00007922252,0.00009885798,0.000009781475,0.00002474058,0.000007336726,0.0002063901,0.00113404,0.9809513,0.0001856859,0.00007092513,0.01719986],"study_design_scores_gemma":[0.000173523,0.00005976779,0.000613699,0.00002735905,0.00005104049,0.00001166,0.0001037244,0.001333748,0.9929488,0.001827694,0.002698866,0.0001500992],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928318,0.00165414,0.003418184,0.00009457199,0.0001802092,0.0001472391,0.00001741697,0.0001383654,0.001518037],"genre_scores_gemma":[0.9969806,0.0001654941,0.002325181,0.00005838319,0.00007665135,0.00004559161,0.00006370179,0.00001624574,0.0002681173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01704977,"threshold_uncertainty_score":0.5983808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0115394515560969,"score_gpt":0.2437481079768712,"score_spread":0.2322086564207743,"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."}}