{"id":"W2886359431","doi":"10.1021/acsenergylett.8b01300","title":"Elucidating the Failure Mechanisms of Perovskite Solar Cells in Humid Environments Using In Situ Grazing-Incidence Wide-Angle X-ray Scattering","year":2018,"lang":"en","type":"article","venue":"ACS Energy Letters","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; University of Saskatchewan","keywords":"Perovskite (structure); Halide; Iodide; Decomposition; Moisture; Materials science; Corrosion; Solar cell; Scattering; Chemical engineering; Metal; Chemistry; Chemical physics; Inorganic chemistry; Optoelectronics; Optics; Composite material; Metallurgy; Crystallography; Organic chemistry","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":[0.0002170185,0.0001829993,0.0001978905,0.000124091,0.00008428561,0.00004240151,0.0003196141,0.00006676839,0.00001636415],"category_scores_gemma":[0.00001070849,0.0001693652,0.00003744686,0.0002284521,0.00009254718,0.0001891226,0.0001093664,0.0001129726,0.00001029919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009970476,"about_ca_system_score_gemma":0.000005968323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003793274,"about_ca_topic_score_gemma":0.0005624542,"domain_scores_codex":[0.9988645,0.00004431593,0.000360261,0.0002334272,0.0001620396,0.0003355023],"domain_scores_gemma":[0.9994773,0.00005298356,0.00008037157,0.000347063,0.000008361909,0.00003393202],"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":[0.0000016756,0.00001048052,0.0002163642,0.00001510321,0.000008485798,0.000003938495,0.0003076563,0.05976915,0.9393692,0.00007923671,0.0000505771,0.0001681497],"study_design_scores_gemma":[0.0001554345,0.00001016454,0.001614275,0.00009933137,0.00000863224,0.00000243968,0.00009283259,0.005351895,0.9915113,0.00012831,0.0008357877,0.00018959],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9028242,0.0000197606,0.0965603,0.0003095844,0.0001214129,0.0000804225,0.000005080588,0.00002760012,0.00005167972],"genre_scores_gemma":[0.9958247,0.00001945151,0.003188412,0.0008022015,0.00008189985,0.00003101394,0.00000706839,0.00004099886,0.00000424918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09337188,"threshold_uncertainty_score":0.6906513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007162785379920864,"score_gpt":0.1907610673590198,"score_spread":0.183598281979099,"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."}}