{"id":"W3194068258","doi":"10.1038/s41467-021-26754-2","title":"Tuning structural isomers of phenylenediammonium to afford efficient and stable perovskite solar cells and modules","year":2021,"lang":"en","type":"article","venue":"Nature Communications","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":202,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"Università degli Studi di Perugia; Fundamental Research Funds for the Central Universities; Higher Education Discipline Innovation Project; Lietuvos Mokslo Taryba; National Natural Science Foundation of China; National Key Research and Development Program of China; China Scholarship Council; Ministero dell’Istruzione, dell’Università e della Ricerca; European Commission; Dipartimenti di Eccellenza","keywords":"Perovskite (structure); Materials science; Nanotechnology; Chemistry; Crystallography","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":[],"consensus_categories":[],"category_scores_codex":[0.00007127472,0.0001041226,0.0001500256,0.00006119491,0.0001590937,0.00005111122,0.0002290984,0.0001008239,0.00001044985],"category_scores_gemma":[0.00001738546,0.0001074487,0.00002158161,0.0002099954,0.00006444792,0.00005464132,0.0002602307,0.0002148277,0.000001632755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001955303,"about_ca_system_score_gemma":0.00001287059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001377434,"about_ca_topic_score_gemma":0.0001050587,"domain_scores_codex":[0.9994637,0.00002613625,0.0001645139,0.000130604,0.00007574466,0.0001393024],"domain_scores_gemma":[0.999028,0.00007921365,0.00002688778,0.0006926604,0.00009339563,0.00007988449],"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":[0.000004117885,0.00002568144,0.0003114029,0.00008195084,0.00003946102,4.097618e-7,0.001044737,0.005703591,0.9818304,0.006241668,0.0004917835,0.004224859],"study_design_scores_gemma":[0.0007451753,0.00005124298,0.02391912,0.000182794,0.0001378549,0.00002652121,0.001931839,0.1878321,0.6184736,0.0005289858,0.1653179,0.000852813],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898968,0.007079833,0.001024553,0.000798697,0.0001065741,0.0001370991,0.0001766512,0.00006812332,0.0007116636],"genre_scores_gemma":[0.9744118,0.001723384,0.02365081,0.00008518052,0.00001940465,0.0000219576,0.00004931151,0.00001767826,0.00002042065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3633567,"threshold_uncertainty_score":0.4381633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008252664835544179,"score_gpt":0.2328662877457848,"score_spread":0.2246136229102406,"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."}}