{"id":"W4224035921","doi":"10.1109/icacta54488.2022.9752796","title":"Survey on IoT based Farm Freshness Mobile Application","year":2022,"lang":"en","type":"article","venue":"","topic":"IoT-based Smart Home Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Android app; Microcontroller; GSM; Arduino; Android (operating system); Computer science; Internet of Things; Android application; Agricultural engineering; Engineering; Computer security; Embedded system; Telecommunications; Operating system","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":[],"consensus_categories":[],"category_scores_codex":[0.0004554952,0.0001165079,0.0001297608,0.0001064739,0.0001060822,0.00001613647,0.0001823717,0.00003392049,0.0005109273],"category_scores_gemma":[0.000008156459,0.000122752,0.00003831154,0.0003306207,0.000008263616,0.00001180076,0.00002507641,0.0001561714,0.0002034102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001875194,"about_ca_system_score_gemma":0.00001956947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006570144,"about_ca_topic_score_gemma":0.0005374412,"domain_scores_codex":[0.9991099,0.0001012274,0.0001708366,0.0001799185,0.0002501374,0.0001879603],"domain_scores_gemma":[0.9994031,0.0001239668,0.00002015885,0.0003821945,0.00002283612,0.00004770382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001550346,0.00007161808,0.006838423,0.00004322416,0.00001506723,0.00000215388,0.00005350952,0.9699976,0.004209138,0.0002563925,0.01471485,0.00378251],"study_design_scores_gemma":[0.0007351144,0.0001677274,0.03350786,0.000006087778,0.000005878996,0.000001333383,0.0001343564,0.7629989,0.01290675,0.00001274706,0.189057,0.0004662822],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9024336,0.0001798606,0.05792996,0.00004350552,0.003555143,0.001784595,0.0004558273,0.002176586,0.03144086],"genre_scores_gemma":[0.9979202,2.841678e-7,0.00005960001,0.00008840898,0.00006265476,0.0007743508,0.0002041318,0.00004543243,0.0008448999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2069988,"threshold_uncertainty_score":0.5594296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009650874596645868,"score_gpt":0.211043448108605,"score_spread":0.2013925735119592,"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."}}