{"id":"W2242520068","doi":"10.14447/jnmes.v16i3.20","title":"Electrodeposition of ZnO for Application in Dye-sensitized Solar Cells","year":2013,"lang":"en","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"ZnO doping and properties","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Dye-sensitized solar cell; Amorphous solid; Current density; Polyethylene glycol; Chemical engineering; Cyclic voltammetry; PEG ratio; Solar cell; Plating (geology); Electrochemistry; Chemistry; Electrode; Electrolyte; Optoelectronics; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009255053,0.0001437857,0.0005737522,0.0001005815,0.00003746655,0.0001035139,0.0002069345,0.0001357553,0.00001996898],"category_scores_gemma":[0.0001221643,0.0001119839,0.0001057771,0.00008605638,0.00002402193,0.0002035884,0.00001276225,0.00006401935,0.000010727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001344991,"about_ca_system_score_gemma":0.0001227314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003019761,"about_ca_topic_score_gemma":0.000003764483,"domain_scores_codex":[0.9981636,0.00008098766,0.001005717,0.0001652927,0.0002510266,0.00033331],"domain_scores_gemma":[0.9984111,0.0001333564,0.0007551595,0.000132873,0.0004844973,0.00008304078],"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":[0.0006059097,0.00004312636,0.000005087978,0.0003164287,0.00001409079,1.959063e-7,0.00007848474,0.00008439866,0.9969114,0.0001085532,0.001765802,0.00006650467],"study_design_scores_gemma":[0.001046732,0.0005107206,0.00001341272,0.0001675733,0.00002930701,0.0000469511,0.00003009152,0.0008214872,0.9953144,0.001309013,0.0005873887,0.0001229163],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685925,0.000272426,0.02948993,0.0001950139,0.0004574563,0.0009513569,0.00001163634,0.00001539288,0.00001430601],"genre_scores_gemma":[0.9975157,0.00002862731,0.00157015,0.00003100002,0.0006511516,0.0001082761,0.0000105037,0.00002329676,0.00006128077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02892324,"threshold_uncertainty_score":0.4566569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01084453445278004,"score_gpt":0.2325267952806047,"score_spread":0.2216822608278247,"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."}}