{"id":"W4322621488","doi":"10.1016/j.apsusc.2023.156892","title":"2D Mg2M2X5 (M = B, Al, Ga, In, Tl; X = S, Se, Te) monolayers: Novel stable semiconductors for water splitting photocatalysts","year":2023,"lang":"en","type":"article","venue":"Applied Surface Science","topic":"2D Materials and Applications","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Monolayer; Semiconductor; Band gap; Direct and indirect band gaps; Materials science; Ternary operation; Water splitting; Chemistry; Nanotechnology; Optoelectronics; Photocatalysis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00295096,0.0002807027,0.0003525397,0.0001862806,0.0006474879,0.0004228906,0.001037172,0.00008865981,0.0001740199],"category_scores_gemma":[0.00006425512,0.0002280183,0.00005116133,0.001319763,0.0004373874,0.0005808333,0.0004373798,0.0001127465,0.001036123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000140516,"about_ca_system_score_gemma":0.0002059839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005114469,"about_ca_topic_score_gemma":0.00006204333,"domain_scores_codex":[0.9965109,0.00001585902,0.0005417606,0.001118894,0.0005375932,0.001274999],"domain_scores_gemma":[0.9986791,0.0001435794,0.0001399018,0.0007174044,0.0001305959,0.0001894421],"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":[0.00001692024,0.00005351532,0.00007560978,0.00003644306,0.000001991886,7.746038e-7,0.001042898,0.00286661,0.9930664,0.001738972,0.001022278,0.00007761799],"study_design_scores_gemma":[0.0004420286,0.000016986,0.0001831633,0.00002256383,0.000007125858,0.000002188269,0.001260519,0.001738845,0.9867879,0.0009552109,0.008241057,0.0003423682],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961329,0.0000197225,0.0005112661,0.0004154652,0.0004617592,0.001317644,0.0001079472,0.0003036162,0.0007296581],"genre_scores_gemma":[0.9924587,0.00001112245,0.006261437,0.0002680059,0.00005287319,0.0003736874,0.00004219463,0.00004075118,0.0004911977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007218779,"threshold_uncertainty_score":0.9997417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04063503369986914,"score_gpt":0.2931526357107904,"score_spread":0.2525176020109213,"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."}}