{"id":"W4382543036","doi":"10.1016/j.apsusc.2023.157916","title":"Microstructural and electrical investigation of polymorph stabilization and multistate transition in interface engineered epitaxial VO2 films","year":2023,"lang":"en","type":"article","venue":"Applied Surface Science","topic":"Transition Metal Oxide Nanomaterials","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Epitaxy; Sapphire; Pulsed laser deposition; Substrate (aquarium); Thin film; Optoelectronics; Electrical resistivity and conductivity; Transition temperature; Metal–insulator transition; Nanotechnology; Condensed matter physics; Metal; Layer (electronics); Superconductivity; Laser; Optics; Electrical engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007056097,0.0001015823,0.00008538052,0.0001725,0.0002188538,0.0002587018,0.0001643673,0.0001763109,0.001154625],"category_scores_gemma":[0.0001936562,0.0001200797,0.00006938189,0.0002202346,0.000203185,0.0002382019,0.0001151885,0.0002502798,0.0000640037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002530681,"about_ca_system_score_gemma":0.0001154419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002015912,"about_ca_topic_score_gemma":0.004007704,"domain_scores_codex":[0.9999453,0.000003542656,0.000003160015,0.00001546093,0.00001863704,0.00001388315],"domain_scores_gemma":[0.9999138,0.00002036233,0.00002216446,0.000009026916,0.00002575235,0.000008845485],"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":[0.0000938385,0.00001392021,0.001356361,0.00001976963,0.000005227122,0.00006327506,0.00003962066,0.0001342832,0.9972535,0.0001293209,0.0000538936,0.000837019],"study_design_scores_gemma":[0.00001333912,0.0001554472,0.0389537,0.000005185997,0.00001144696,0.0001250688,0.0002415229,0.003543805,0.9559997,0.00007422701,0.0008695261,0.000007046393],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999007,0.00007677167,0.0001902251,0.0000222612,0.000005424939,0.000002314678,0.00008240066,0.000009863577,0.0006036561],"genre_scores_gemma":[0.9991366,0.00003594923,0.0001673947,0.000006876417,0.00000261076,0.000002770159,0.00006994907,0.000004923036,0.000572891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002015912,"threshold_uncertainty_score":0.004008293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01055506921100272,"score_gpt":0.2330525541287887,"score_spread":0.222497484917786,"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."}}