{"id":"W2097510089","doi":"10.1557/jmr.2008.0037","title":"Enhanced electrochromic properties of heat treated nanostructured tungsten trioxide thin films","year":2008,"lang":"en","type":"article","venue":"Journal of materials research/Pratt's guide to venture capital sources","topic":"Transition Metal Oxide Nanomaterials","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Moncton","funders":"National Science Council","keywords":"Materials science; Tungsten trioxide; Electrochromism; Ellipsometry; Thin film; Evaporation; Chemical vapor deposition; Surface roughness; Tungsten; Analytical Chemistry (journal); Grain size; Chemical engineering; Composite material; Nanotechnology; Metallurgy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004166005,0.0005565283,0.00170563,0.0008539725,0.0004034476,0.0003517787,0.001371646,0.000366932,0.002173131],"category_scores_gemma":[0.001305273,0.0003992066,0.0003498377,0.0006572842,0.0006621975,0.0009016648,0.0002428847,0.0004033463,0.0002325252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000269249,"about_ca_system_score_gemma":0.0005509774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003962137,"about_ca_topic_score_gemma":0.0000225414,"domain_scores_codex":[0.9915848,0.001799376,0.002653304,0.000599119,0.002240107,0.001123305],"domain_scores_gemma":[0.9960487,0.0001940457,0.0009169968,0.0006120677,0.001698001,0.000530116],"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":[0.003025376,0.0001676177,0.0000185173,0.0002147347,0.0001070161,0.0001771708,0.003317632,0.0004141538,0.9878047,0.00004618799,0.004687197,0.0000197238],"study_design_scores_gemma":[0.001656704,0.001673462,0.001136584,0.000503759,0.00006250187,0.0007698459,0.0008149903,0.000002075053,0.9918116,0.0001223073,0.001049455,0.0003967184],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942871,0.002554408,0.0000596851,0.0005454906,0.00129872,0.0009101408,0.0001933921,0.00007663376,0.00007442726],"genre_scores_gemma":[0.9964986,0.0003053609,0.001695464,0.000126696,0.0006448136,0.00004193652,0.00001513866,0.000091966,0.0005799686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004463983,"threshold_uncertainty_score":0.999846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02806263157491643,"score_gpt":0.2872095021754538,"score_spread":0.2591468706005373,"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."}}