{"id":"W4404151000","doi":"10.1002/smll.202404966","title":"Impact of Tetrakis(dimethylamido)tin(IV) Degradation on Atomic Layer Deposition of Tin Oxide Films and Perovskite Solar Cells","year":2024,"lang":"en","type":"article","venue":"Small","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Seastar Chemicals (Canada); University of Victoria","funders":"British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada; Mitacs; Canada Research Chairs","keywords":"Tin; Atomic layer deposition; Degradation (telecommunications); Materials science; Tin oxide; Perovskite (structure); Layer (electronics); Deposition (geology); Oxide; Chemical engineering; Nanotechnology; Metallurgy","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":[0.0001017339,0.0001216897,0.0001539428,0.0001046223,0.0000212945,0.00003420996,0.00006149771,0.00007301925,0.00005240082],"category_scores_gemma":[0.000006810239,0.0001078327,0.00007054619,0.000125799,0.00002188076,0.00006463303,0.00001476982,0.00007958173,0.00002529058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003361415,"about_ca_system_score_gemma":0.00001432249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001567267,"about_ca_topic_score_gemma":0.00001511359,"domain_scores_codex":[0.9994166,0.00001680926,0.0002261601,0.000140793,0.00007189012,0.0001277846],"domain_scores_gemma":[0.9996923,0.00005664153,0.00003256515,0.0001521526,0.0000267597,0.00003959753],"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":[0.000008153739,0.00002089381,0.0002856307,0.0001667983,0.00003842316,0.000001011895,0.0001062286,0.002807053,0.9940706,0.0002308707,0.0002567027,0.002007588],"study_design_scores_gemma":[0.0001556948,0.00008609725,0.01985422,0.0001314708,0.00004106318,0.000004536617,0.00001955107,0.02619307,0.9530276,0.0001310146,0.000214154,0.0001415472],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964876,0.0002828644,0.002242788,0.00001411232,0.00008464009,0.0001406621,0.0001257866,0.00009888948,0.0005226104],"genre_scores_gemma":[0.9973136,0.0001266439,0.002391869,0.000006538097,0.0000225718,0.00001347475,0.00004546131,0.00002896095,0.00005083855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04104306,"threshold_uncertainty_score":0.4397291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01189662199111649,"score_gpt":0.2357192706941564,"score_spread":0.2238226487030399,"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."}}