{"id":"W4401946333","doi":"10.3390/polym16172440","title":"On-Substrate Preparation of a Poly(triphenylamino azomethine) for Electrochromic Devices","year":2024,"lang":"en","type":"article","venue":"Polymers","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Narodowym Centrum Nauki; Canada Foundation for Innovation; Centre québécois sur les matériaux fonctionnels","keywords":"Electrochromism; Triphenylamine; Substrate (aquarium); Materials science; Diamine; Electrode; Electrochromic devices; Condensation polymer; Polymer chemistry; Chemistry; Polymer; Composite material","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":[0.0001947391,0.0001123548,0.000139721,0.0001068516,0.00008908455,0.00007208418,0.0001522375,0.00004824132,0.0003829105],"category_scores_gemma":[0.00002703048,0.00009948022,0.00008426506,0.0002306003,0.00006191153,0.0001160455,0.00001400024,0.00005257329,0.00006379588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002871725,"about_ca_system_score_gemma":0.0001132493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001275019,"about_ca_topic_score_gemma":0.00002677599,"domain_scores_codex":[0.9991027,0.00001917434,0.0002373864,0.0002916312,0.0001322994,0.0002167763],"domain_scores_gemma":[0.9994196,0.0002317973,0.00008057724,0.0001956172,0.00002631062,0.00004612518],"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":[0.00003478737,0.00002444473,0.000004905091,0.0000637055,0.00001447491,2.884167e-7,0.0003709548,0.000006504737,0.980532,0.01250903,0.0004445315,0.005994352],"study_design_scores_gemma":[0.0001258285,0.0001413939,0.00005738692,0.0000395028,0.00003695287,0.000003117608,0.00007881693,0.0004657434,0.9958786,0.001381021,0.001679571,0.0001120615],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899828,0.003809765,0.003291896,0.0005767308,0.0003905476,0.0002765438,0.00006560651,0.000126601,0.001479485],"genre_scores_gemma":[0.9976459,0.00001154205,0.0008220621,0.0001010831,0.0001046359,0.0001016252,0.00001629237,0.00001781378,0.001179093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01534658,"threshold_uncertainty_score":0.4192601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02321170370524294,"score_gpt":0.3209809165754431,"score_spread":0.2977692128702002,"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."}}