{"id":"W4411498098","doi":"10.26434/chemrxiv-2025-chz0q","title":"Mn2+-doping into CsPbBr3 Perovskite Supercrystals: Enhancing Morphology and Substrate Variation","year":2025,"lang":"en","type":"preprint","venue":"ChemRxiv","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Concordia University; Centre québécois sur les matériaux fonctionnels; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Photoluminescence; Nanocrystal; Perovskite (structure); Materials science; Doping; Precipitation; Chemical engineering; Halide; Scanning electron microscope; Substrate (aquarium); Nanotechnology; Crystallography; Chemistry; Inorganic chemistry; Optoelectronics; Composite material; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001176264,0.0002467638,0.0002042966,0.0001009326,0.0001208499,0.0003864596,0.0002657229,0.0001556834,0.0005505749],"category_scores_gemma":[0.0002197171,0.0001768577,0.000139884,0.0001611898,0.000154271,0.0002144352,0.0002095865,0.0002395005,0.000222733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003381776,"about_ca_system_score_gemma":0.0001765686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001473707,"about_ca_topic_score_gemma":0.003402655,"domain_scores_codex":[0.9998478,0.00001558371,0.00001442389,0.0000448848,0.00004981445,0.00002750714],"domain_scores_gemma":[0.999856,0.0000326712,0.00004573611,0.00002095024,0.00002908437,0.00001556523],"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":[0.00002417281,0.000008380749,0.00009885966,0.0000135985,0.000002347479,0.00001542275,0.00001246082,0.00005530836,0.9990774,0.00001814039,0.00001566579,0.0006581452],"study_design_scores_gemma":[0.000002265268,0.00001880226,0.0004235461,5.350548e-7,0.000002379937,0.00001342696,0.000004326072,0.0005353729,0.9988186,0.000002646028,0.000176937,0.000001070915],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973344,0.0002103336,0.001306269,0.00002923521,0.000006624302,0.000008468895,0.0001114587,0.00008007021,0.0009130393],"genre_scores_gemma":[0.9954818,0.0002134258,0.003019219,0.00001358981,0.000004210191,0.00001595232,0.0001317302,0.00006865002,0.001051405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001473707,"threshold_uncertainty_score":0.002930284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157231115465857,"score_gpt":0.2351381394219376,"score_spread":0.223565828267279,"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."}}