{"id":"W2155940567","doi":"10.1557/jmr.2012.359","title":"Thin single screen-printed bifunctional titania layer photoanodes for high performing DSSCs via a novel hybrid paste formulation and process","year":2012,"lang":"en","type":"article","venue":"Journal of materials research/Pratt's guide to venture capital sources","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Division of Materials Research; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Bifunctional; Layer (electronics); Process (computing); Nanotechnology; Optoelectronics; Catalysis; Computer science","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":[0.003404048,0.000292298,0.0005444938,0.0004331363,0.0004051972,0.0004355307,0.0003459462,0.0001586342,0.000449391],"category_scores_gemma":[0.0005831445,0.0002264202,0.000155034,0.0002402364,0.00007227778,0.001056155,0.0001646064,0.0003079766,0.00003636344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001934808,"about_ca_system_score_gemma":0.00008636242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003003411,"about_ca_topic_score_gemma":0.00006713356,"domain_scores_codex":[0.9967988,0.0001802359,0.0009769904,0.0002917357,0.001041773,0.000710437],"domain_scores_gemma":[0.9975736,0.0002713644,0.0004984758,0.0002321982,0.001025063,0.0003993019],"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":[0.001074832,0.0003304427,0.0004155266,0.0001725217,0.0002051754,0.000007370914,0.00164368,0.001228447,0.9915304,0.0007735639,0.001610187,0.001007823],"study_design_scores_gemma":[0.001484235,0.0009528363,0.002541356,0.0002487343,0.00009723547,0.0002535859,0.00161898,0.0002985658,0.9525684,0.001033304,0.03853289,0.0003699141],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943939,0.0006372147,0.00315646,0.0003971832,0.0005553731,0.00058454,0.00007966484,0.00002464772,0.0001709571],"genre_scores_gemma":[0.9952201,0.00002590212,0.002359466,0.000115654,0.001682761,0.00004840711,0.00005714909,0.00006852277,0.0004221005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03896207,"threshold_uncertainty_score":0.9233148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03962812479492851,"score_gpt":0.3143719766112794,"score_spread":0.2747438518163509,"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."}}