{"id":"W4402980632","doi":"10.1109/otcon60325.2024.10688118","title":"Contemporary Uses of WSNs in Environmental and Industrial Monitoring","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Wireless sensor network; Computer science; Computer network","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":[0.001206128,0.000686157,0.000422756,0.001113556,0.000546934,0.001905065,0.0009465285,0.001031767,0.002170928],"category_scores_gemma":[0.001431986,0.0003205708,0.0003848446,0.002830137,0.001177473,0.002277153,0.001152431,0.001119463,0.001199899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005544429,"about_ca_system_score_gemma":0.0003901623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006998219,"about_ca_topic_score_gemma":0.0009679658,"domain_scores_codex":[0.9986401,0.0003383872,0.00007001133,0.0003470386,0.0005281888,0.00007627117],"domain_scores_gemma":[0.9989135,0.0004556511,0.0001106496,0.0001787367,0.0002964937,0.00004494561],"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":[0.0001445143,0.00008038805,0.006189691,0.001965159,0.00009772385,0.0005365143,0.000742138,0.01406203,0.03393492,0.1097899,0.01205954,0.8203975],"study_design_scores_gemma":[0.00001827938,0.0002199165,0.007529483,0.001051334,0.00008602344,0.002935432,0.0009653624,0.03104571,0.01891671,0.07200899,0.8651239,0.00009885734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.04154338,0.2644004,0.5489055,0.01091201,0.00255451,0.0001551294,0.0004024795,0.001244912,0.1298817],"genre_scores_gemma":[0.3837735,0.3141791,0.2577087,0.002641163,0.003512617,0.0002195839,0.0006967898,0.0002528228,0.0370157],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002170928,"threshold_uncertainty_score":0.007262468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03368782618860777,"score_gpt":0.2246955993409512,"score_spread":0.1910077731523435,"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."}}