{"id":"W3213740972","doi":"10.1109/icosec51865.2021.9591855","title":"IoT Based Smart Automated Agriculture and Real Time Monitoring System","year":2021,"lang":"en","type":"article","venue":"2021 2nd International Conference on Smart Electronics and Communication (ICOSEC)","topic":"Smart Agriculture and AI","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Agriculture; Irrigation; Cloud computing; Agricultural engineering; Automation; Computer science; Water resources; Environmental science; Real-time computing; Engineering","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":[0.000210648,0.0002155672,0.0002255195,0.00002140952,0.0003969482,0.0003414614,0.0003612862,0.0001535604,0.0003803188],"category_scores_gemma":[0.0000286739,0.0001051175,0.00007085114,0.0002375503,0.00005179445,0.0001136774,0.0001666758,0.0002823353,0.00003698674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009623339,"about_ca_system_score_gemma":0.00005084428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002090033,"about_ca_topic_score_gemma":0.0004559583,"domain_scores_codex":[0.9985899,0.0001784548,0.0002803705,0.0003857692,0.0003040716,0.0002614751],"domain_scores_gemma":[0.9989888,0.0001603729,0.0001394862,0.0001664603,0.0004280847,0.0001167607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009428636,0.0004050797,0.008737273,0.00002615557,0.0001975728,0.00001626671,0.0001851054,0.00001797886,0.8679641,0.08363026,0.004642084,0.03408376],"study_design_scores_gemma":[0.002300248,0.0012576,0.5155255,0.00128807,0.0001953249,0.0002327029,0.004304204,0.07434104,0.09124471,0.001666348,0.3055645,0.002079803],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701192,0.001143579,0.000003192498,0.006446437,0.0001637383,0.0001695332,0.00005214873,0.000196303,0.02170581],"genre_scores_gemma":[0.9951071,0.002356397,0.0001858379,0.0001683869,0.0001719566,0.00003919967,0.0006606022,0.000002493189,0.001307999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7767195,"threshold_uncertainty_score":0.4286568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0189200361136133,"score_gpt":0.2372531407002674,"score_spread":0.2183331045866541,"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."}}