{"id":"W4224084197","doi":"10.3390/ma15082904","title":"Two-Dimensional V2O5 Inverse Opal: Fabrication and Electrochromic Application","year":2022,"lang":"en","type":"article","venue":"Materials","topic":"Transition Metal Oxide Nanomaterials","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"Natural Sciences and Engineering Research Council of Canada; New Brunswick Innovation Foundation","keywords":"Electrochromism; Fabrication; Materials science; Inverse; Nanotechnology; Chemical engineering; Optoelectronics; Electrode; Chemistry; Engineering; Physical chemistry; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001029024,0.0001718686,0.0002912665,0.0001132285,0.0003388411,0.0001295564,0.0002128948,0.00003868,0.005093056],"category_scores_gemma":[0.00002882671,0.0001783981,0.00002907281,0.000152884,0.00007493477,0.0002293787,0.0001828187,0.00004822367,0.0004151958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001329315,"about_ca_system_score_gemma":0.00004735244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001704074,"about_ca_topic_score_gemma":0.000005339906,"domain_scores_codex":[0.9980811,0.0003972779,0.0004479429,0.0004518495,0.0003415543,0.0002802073],"domain_scores_gemma":[0.9992845,0.0000448296,0.0002293309,0.0003037676,0.00005874237,0.00007880576],"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":[0.0001202836,0.00004046156,0.00002161926,0.00002020637,0.000004570998,0.000002165226,0.00007105642,0.0002236287,0.9971029,0.001982415,0.000317839,0.00009284759],"study_design_scores_gemma":[0.0006701967,0.00007758052,0.001644691,0.000003991477,0.0000244689,0.00005185626,0.00002492577,0.00005610499,0.993663,0.001545388,0.002030573,0.0002072291],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977121,0.00004583006,0.0002070101,0.0002256214,0.0007838454,0.0004982099,0.000241315,0.0002047224,0.00008139256],"genre_scores_gemma":[0.9961123,0.000003123604,0.002409123,0.0005193371,0.0001831249,0.0004217481,0.0002141692,0.0000317171,0.000105286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00467786,"threshold_uncertainty_score":0.9958164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008602596552731292,"score_gpt":0.2323735911512107,"score_spread":0.2237709945984794,"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."}}