{"id":"W4406833274","doi":"10.1016/j.greenca.2024.11.007","title":"Pyrene-based molecular contacts inspire perovskite solar cells","year":2025,"lang":"en","type":"article","venue":"Green Carbon","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pyrene; Perovskite (structure); Materials science; Nanotechnology; Chemistry; Astrobiology; Physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005237184,0.0001371599,0.0002303903,0.0001314122,0.0003361051,0.0007805557,0.0005319564,0.0004033179,0.003847212],"category_scores_gemma":[0.0001467911,0.0001405475,0.00007650325,0.0001725082,0.0001642634,0.0006835493,0.0005252916,0.0005692057,0.0009007372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003390201,"about_ca_system_score_gemma":0.0001197915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003566655,"about_ca_topic_score_gemma":0.001206837,"domain_scores_codex":[0.9999069,0.000004932816,0.000003891138,0.00001556653,0.0000497146,0.0000189931],"domain_scores_gemma":[0.9999623,0.000008010304,0.000006889711,0.000007641037,0.00000794261,0.000007109478],"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":[0.0002130422,0.0001318909,0.0003109653,0.000216309,0.00002241811,0.0002523558,0.0001188508,0.001144003,0.9726122,0.008005835,0.001535936,0.01543629],"study_design_scores_gemma":[0.00005019937,0.0003409035,0.001109207,0.00002569294,0.00002140157,0.0002524916,0.0001267278,0.0113066,0.9696175,0.001401242,0.01572881,0.00001922661],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696408,0.001304249,0.004235569,0.0003637911,0.0001438678,0.00004129238,0.0002386054,0.0003289333,0.0237028],"genre_scores_gemma":[0.9929518,0.0004817349,0.001375654,0.00004326366,0.00001734516,0.00001388022,0.00007991757,0.00002049728,0.00501579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003847212,"threshold_uncertainty_score":0.01287019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004107098024893621,"score_gpt":0.19181627169094,"score_spread":0.1877091736660463,"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."}}