{"id":"W7000125986","doi":"","title":"Electrocatalytic applications of organic semiconductors","year":2018,"lang":"en","type":"article","venue":"University Library Linz repository (Johannes Kepler Universitat Linz)","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Ottawa; Georgia Institute of Technology","keywords":"Organic semiconductor; Electrocatalyst; Catalysis; Nanoparticle; Polymer","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":[0.0000904949,0.0004321319,0.0004749252,0.0009216389,0.0006918692,0.00004400075,0.001357505,0.0003504815,0.000923336],"category_scores_gemma":[0.00002062336,0.0005204911,0.0003166167,0.002050814,0.0006709229,0.002056607,0.0005171393,0.0003569396,0.0002632099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003609777,"about_ca_system_score_gemma":0.0005345786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004142848,"about_ca_topic_score_gemma":0.0002339369,"domain_scores_codex":[0.9974777,0.0001782842,0.0003920512,0.0008326664,0.0004918493,0.0006274547],"domain_scores_gemma":[0.9976392,0.0001694548,0.000386146,0.001038933,0.0004267688,0.0003395113],"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":[0.002368086,0.001554549,0.014586,0.0004108429,0.002276728,0.0006342616,0.006012536,0.0004365554,0.7842807,0.1562774,0.02892944,0.002232868],"study_design_scores_gemma":[0.001419167,0.0006909553,0.0003321179,0.00007677956,0.0003984296,0.00006393359,0.003732317,0.0002403118,0.7037622,0.0006057994,0.2879099,0.0007680786],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7648833,0.0002455048,0.0008725449,0.0003298387,0.0005658931,0.0004257441,0.00001504498,0.0009156578,0.2317464],"genre_scores_gemma":[0.9564184,0.0001145199,0.0006360014,0.0001016968,0.0004815396,9.276947e-7,0.0002022329,0.00008589822,0.04195878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2589804,"threshold_uncertainty_score":0.9999899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00444026025964693,"score_gpt":0.1678551503898873,"score_spread":0.1634148901302404,"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."}}