{"id":"W4409274047","doi":"10.1039/d4tc05338a","title":"Flexible transparent layered metal oxides for organic devices","year":2025,"lang":"en","type":"article","venue":"Journal of Materials Chemistry C","topic":"Thin-Film Transistor Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Natural Science Foundation of China","keywords":"Materials science; Metal; Nanotechnology; Metal-organic framework; Chemical engineering; Metallurgy; Organic chemistry; Adsorption","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000195092,0.0001519247,0.000375717,0.00005359311,0.00003152425,0.00004969263,0.000323334,0.0001383903,0.0001884536],"category_scores_gemma":[0.0000588483,0.0001359719,0.0001055416,0.00009347184,0.00002939518,0.0001077222,0.00001160729,0.0001036037,0.00000222717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009049712,"about_ca_system_score_gemma":0.00004144158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.839115e-7,"about_ca_topic_score_gemma":0.000001209388,"domain_scores_codex":[0.9991256,0.000007064823,0.000497583,0.00008643274,0.0001072602,0.0001760635],"domain_scores_gemma":[0.9995901,0.00004556626,0.0001073037,0.0001480731,0.00007629111,0.00003269511],"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":[0.00005092632,0.00001904459,0.00001057772,0.0009191097,0.0001816108,0.000004903939,0.00003090418,0.0006669491,0.9967515,0.00002018587,0.001110159,0.0002341717],"study_design_scores_gemma":[0.0004901004,0.00001699616,0.0001185575,0.0001516072,0.0001039976,0.00002513708,0.00009718191,0.00001309903,0.9920331,0.0004120462,0.006421045,0.0001171206],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911537,0.001506531,0.005721482,0.0002292434,0.0007257122,0.0000789071,0.00004720641,0.0002301531,0.0003071251],"genre_scores_gemma":[0.9969758,0.0001188688,0.002581611,0.00001556131,0.0001021432,0.000008666374,0.000003868191,0.00002293291,0.0001705725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005822136,"threshold_uncertainty_score":0.5544773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01592621380600061,"score_gpt":0.2396517877736792,"score_spread":0.2237255739676785,"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."}}