{"id":"W3197962240","doi":"10.3390/polym13172914","title":"Structural Geometry Variation of 1,4-Naphthalene-Based Co-Polymers to Tune the Device Performance of PVK-Host-Based OLEDs","year":2021,"lang":"en","type":"article","venue":"Polymers","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Science and Engineering Faculty, Queensland University of Technology; Australian Research Council; Basic and Applied Basic Research Foundation of Guangdong Province; Southern University of Science and Technology","keywords":"Materials science; Triphenylamine; OLED; Fluorene; Thermal stability; Polymer; Carbazole; Copolymer; Suzuki reaction; Polymer chemistry; Electroluminescence; Aryl; Optoelectronics; Photochemistry; Chemical engineering; Composite material; Chemistry; Organic chemistry; Layer (electronics)","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":[0.00005945234,0.0003734188,0.0001055587,0.0001132282,0.00009135887,0.0001686936,0.0001477273,0.0001347404,0.0005463874],"category_scores_gemma":[0.0001583015,0.000110402,0.0001106142,0.0001077243,0.00012464,0.0001993821,0.00012844,0.0002435022,0.0002176411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002004864,"about_ca_system_score_gemma":0.0001336979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001953574,"about_ca_topic_score_gemma":0.0006035,"domain_scores_codex":[0.9999384,0.00001035813,0.000004562432,0.00001733752,0.00001634314,0.00001307544],"domain_scores_gemma":[0.9999415,0.00001128806,0.0000248123,0.000005797106,0.000006955499,0.000009686667],"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":[0.00001527184,0.000006816141,0.0001026933,0.00001623735,0.000002524157,0.00001810144,0.000005740521,0.00022633,0.9985651,0.00007190198,0.000006937121,0.000962411],"study_design_scores_gemma":[0.000003256267,0.00005865897,0.0006311093,0.000001188399,0.000005430065,0.00004600219,0.000004341935,0.0007115639,0.9980342,0.00001496586,0.0004865586,0.000002698758],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951724,0.0005087471,0.002786648,0.00003274068,0.000009826691,0.00001844961,0.00007865998,0.0000446799,0.001347627],"genre_scores_gemma":[0.9969331,0.0003701964,0.002150262,0.00001373987,0.000003759132,0.00001227585,0.00005397729,0.00001174492,0.0004509503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005463874,"threshold_uncertainty_score":0.001827896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008216579298538374,"score_gpt":0.218064938685174,"score_spread":0.2098483593866356,"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."}}