{"id":"W4242375312","doi":"10.21203/rs.3.rs-93765/v1","title":"20.8% slot-die coated MAPbI3 perovskite solar cells by optimal DMSO-content and age of 2-ME based precursor inks","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"China Scholarship Council; Helmholtz Energy Materials Foundry; Bundesministerium für Bildung und Forschung","keywords":"Die (integrated circuit); Perovskite (structure); Content (measure theory); Materials science; Chemical engineering; Nanotechnology; Engineering; Mathematics; Mathematical analysis","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":[],"category_scores_codex":[0.0006209947,0.0004079191,0.0006655593,0.0002486941,0.0001277278,0.0002538111,0.0005825475,0.0004631478,0.000205791],"category_scores_gemma":[0.00009729533,0.0004122785,0.0001466955,0.0002424797,0.0002183597,0.00007354459,0.000707594,0.001227123,0.00007543345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001390709,"about_ca_system_score_gemma":0.0001217044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002453367,"about_ca_topic_score_gemma":0.00002740447,"domain_scores_codex":[0.9971914,0.0002136485,0.0005527956,0.0006690422,0.0006964285,0.0006766411],"domain_scores_gemma":[0.9982617,0.0001936632,0.00008528366,0.0007232497,0.0003704162,0.0003656992],"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":[0.00006813623,0.0001016868,0.00005817315,0.003233606,0.00009747085,0.00002855744,0.0004693261,0.00428,0.9788678,0.00003860413,0.01218315,0.0005734457],"study_design_scores_gemma":[0.001299783,0.0003263356,0.001318066,0.001242479,0.00006760861,0.000002086176,0.0003732469,0.1076635,0.8189186,0.0001611328,0.0676973,0.0009297643],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793149,0.002791809,0.0056192,0.001140009,0.0002512168,0.002582836,0.006438828,0.0004536305,0.001407581],"genre_scores_gemma":[0.994258,0.001174151,0.001427919,0.00003682736,0.0001766876,0.0005819251,0.001917051,0.0001344387,0.000293027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1599492,"threshold_uncertainty_score":0.9998329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06761010331571612,"score_gpt":0.3145273297023786,"score_spread":0.2469172263866625,"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."}}