{"id":"W3139261985","doi":"10.1002/admi.202002122","title":"Chemiresistive Gas Sensors Based on Hollow Heterojunction: A Review","year":2021,"lang":"en","type":"review","venue":"Advanced Materials Interfaces","topic":"Gas Sensing Nanomaterials and Sensors","field":"Engineering","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Heterojunction; Materials science; Nanotechnology; Fabrication; Semiconductor; Computer science; Optoelectronics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003880411,0.0009720178,0.0008615124,0.002144259,0.0002612558,0.0006560492,0.0005796346,0.000786632,0.002334451],"category_scores_gemma":[0.0003953663,0.0004056637,0.0004548465,0.00222667,0.0002325748,0.001130432,0.00050186,0.001025527,0.001178027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003257708,"about_ca_system_score_gemma":0.000692785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008112805,"about_ca_topic_score_gemma":0.001324496,"domain_scores_codex":[0.9998863,0.00001210996,0.0000128938,0.00002900307,0.00004538022,0.00001429009],"domain_scores_gemma":[0.99984,0.0000663019,0.00002619775,0.00000491455,0.0000476169,0.00001479857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006101862,0.0001353765,0.0002628928,0.0408939,0.00013094,0.0002964835,0.0001097075,0.0008362574,0.00976705,0.008027183,0.03037531,0.9091039],"study_design_scores_gemma":[0.000009435697,0.0001501033,0.0007340111,0.002788093,0.0001194598,0.0008044032,0.00004819796,0.0002473886,0.002052189,0.001428491,0.9915929,0.0000253268],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003756997,0.9978416,0.0002425496,0.0001372605,0.0001920307,0.000006194476,0.00002230847,0.00001021254,0.00117209],"genre_scores_gemma":[0.001416716,0.997292,0.0003173246,0.000123959,0.0000885284,0.000009586138,0.00002996018,0.000001722369,0.00072015],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002334451,"threshold_uncertainty_score":0.00780952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02379724738612721,"score_gpt":0.2860508969077403,"score_spread":0.2622536495216131,"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."}}