{"id":"W4327602298","doi":"10.1016/j.tsf.2023.139805","title":"Analysis of the temperature dependent optical properties of V1−xWxO2 thin films","year":2023,"lang":"en","type":"article","venue":"Thin Solid Films","topic":"Transition Metal Oxide Nanomaterials","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Refractive index; Materials science; Thin film; Ellipsometry; Optical conductivity; Tungsten; Transmittance; Sputter deposition; Phase transition; Doping; Metal–insulator transition; Analytical Chemistry (journal); Optics; Sputtering; Optoelectronics; Condensed matter physics; Chemistry; Nanotechnology; Metal","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001349399,0.0002015506,0.0006765659,0.0002163988,0.0001100519,0.0000725788,0.0006393323,0.0001792475,0.001458924],"category_scores_gemma":[0.0001674146,0.0001217809,0.0003048203,0.001270942,0.0002939774,0.0001834976,0.0002113709,0.0001349625,0.0001787492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001687942,"about_ca_system_score_gemma":0.00008776425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001134368,"about_ca_topic_score_gemma":0.00003788142,"domain_scores_codex":[0.9975888,0.0002413709,0.0007423512,0.000343087,0.0007609705,0.0003234759],"domain_scores_gemma":[0.9987171,0.00006223447,0.0002639548,0.0007228534,0.0001626147,0.00007124485],"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":[0.0000526864,0.00005580193,0.0002554713,0.00008577196,0.0001429253,0.000004625464,0.001453287,0.01031701,0.9864917,0.0005715075,0.0005621879,0.000007070021],"study_design_scores_gemma":[0.0002209212,0.00003778227,0.0161612,0.00007754296,0.0003939951,0.000003591519,0.0004826094,0.001285707,0.9810808,0.00009899717,0.00001286365,0.0001439714],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977845,0.00009750681,0.00001210691,0.0003465099,0.0007443455,0.0002977028,0.000275909,0.0001358701,0.0003055819],"genre_scores_gemma":[0.9982165,0.00001761107,0.0006742452,0.0001154344,0.0000343666,0.00002722144,0.00001825578,0.00002195383,0.0008744269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01590573,"threshold_uncertainty_score":0.9994539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02268955325006282,"score_gpt":0.2563329285446171,"score_spread":0.2336433752945543,"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."}}