{"id":"W3162432519","doi":"10.3390/s21103423","title":"A Review on Advanced Sensing Materials for Agricultural Gas Sensors","year":2021,"lang":"en","type":"review","venue":"Sensors","topic":"Gas Sensing Nanomaterials and Sensors","field":"Engineering","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; Research Nova Scotia; University of Windsor; Dalhousie University; CMC Microsystems","keywords":"Materials science; Graphene; Nanotechnology; Analyte; Hydrogen sulfide; Process engineering; Chemistry; Sulfur","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":[0.0004503724,0.001261864,0.001034031,0.002363082,0.0003656472,0.001019491,0.0009425756,0.001397052,0.008569825],"category_scores_gemma":[0.0005941667,0.0006219646,0.0007412879,0.002282515,0.0002569807,0.00186588,0.0006794073,0.001346458,0.004596097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004169732,"about_ca_system_score_gemma":0.0006730115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004947011,"about_ca_topic_score_gemma":0.0007723866,"domain_scores_codex":[0.9995971,0.00005186825,0.0000490394,0.00009020294,0.0001697782,0.00004192635],"domain_scores_gemma":[0.9996916,0.0001293862,0.00005592097,0.00001543492,0.00008615265,0.00002157395],"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":[0.0001339097,0.0002035089,0.0003479839,0.04783618,0.0001361461,0.0005908548,0.0001605918,0.001168568,0.07251953,0.007834369,0.05883514,0.8102332],"study_design_scores_gemma":[0.00000631764,0.0001771998,0.0004914636,0.001432363,0.00007212375,0.001034279,0.00004076201,0.0003610778,0.009197643,0.0009493309,0.9862062,0.0000312585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001193584,0.988879,0.002531487,0.0004216681,0.0008519089,0.00002816684,0.0001350588,0.00007830945,0.005880865],"genre_scores_gemma":[0.005393372,0.9821786,0.003829699,0.0006364771,0.000764202,0.00006297516,0.000298701,0.00002744601,0.006808489],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008569825,"threshold_uncertainty_score":0.02866894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03015704862968995,"score_gpt":0.2824729229858081,"score_spread":0.2523158743561182,"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."}}