{"id":"W2972595343","doi":"10.1039/c9se00513g","title":"A photo-crosslinkable bis-triarylamine side-chain polymer as a hole-transport material for stable perovskite solar cells","year":2019,"lang":"en","type":"article","venue":"Sustainable Energy & Fuels","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Air Force Office of Scientific Research; Natural Sciences and Engineering Research Council of Canada; Engineering and Physical Sciences Research Council; Marshall Aid Commemoration Commission","keywords":"Triphenylamine; Materials science; Copolymer; Side chain; Perovskite (structure); Polymer; Acrylate; Polymer chemistry; Chemical engineering; Composite material","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003538099,0.0005038198,0.0006112894,0.0002363164,0.0002602681,0.0002524287,0.0004100002,0.0002886861,0.001678795],"category_scores_gemma":[0.00001390514,0.0005223849,0.0002057009,0.0004174432,0.00006110763,0.0004611258,0.00008081875,0.0001335671,0.0001081255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001903357,"about_ca_system_score_gemma":0.0001962015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002316798,"about_ca_topic_score_gemma":0.00004343331,"domain_scores_codex":[0.9971527,0.0000272095,0.0005965902,0.0005995921,0.0002659608,0.001357895],"domain_scores_gemma":[0.9986222,0.00007161523,0.0001015224,0.0007322754,0.0002458259,0.0002265227],"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":[0.0001467265,0.00008485526,0.00003209654,0.0006073557,0.00008799304,0.00003029092,0.0001341046,0.007991408,0.9790828,0.00999051,0.001530589,0.0002813183],"study_design_scores_gemma":[0.00102201,0.0001037227,0.00002850898,0.00002631988,0.00004336339,0.000005225667,0.0004537049,0.0007513934,0.6714536,0.0008251964,0.3247904,0.0004965838],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823744,0.0005333705,0.003817163,0.00009632755,0.0008453215,0.0009560535,0.0004469284,0.0005481126,0.01038234],"genre_scores_gemma":[0.9153596,0.0001367446,0.000339108,0.0002298769,0.0004289812,0.0007678894,0.0004659264,0.0001959548,0.08207599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3232598,"threshold_uncertainty_score":0.9997228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003601051795701696,"score_gpt":0.1949147481863394,"score_spread":0.1913136963906377,"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."}}