{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000268295,0.0004395611,0.0005072242,0.000597396,0.0003729101,0.0007775557,0.0008670313,0.0007152437,0.00479801],"category_scores_gemma":[0.0003886207,0.0002341238,0.0002905478,0.000478287,0.0001871721,0.0009550147,0.0006593757,0.0003249949,0.001563916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003318008,"about_ca_system_score_gemma":0.0003271405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001494968,"about_ca_topic_score_gemma":0.001339751,"domain_scores_codex":[0.9995409,0.00006075439,0.00004904268,0.0001238636,0.0001654673,0.00005986384],"domain_scores_gemma":[0.9997329,0.0000424935,0.00004936799,0.0000476366,0.00009999396,0.00002764285],"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":[0.001901864,0.0008382016,0.02697936,0.001230222,0.0002229548,0.002972105,0.0006845567,0.03304175,0.2599776,0.00916743,0.06060466,0.6023793],"study_design_scores_gemma":[0.0004400648,0.002122623,0.04136262,0.0002342426,0.0003705088,0.003144986,0.0005963501,0.6566635,0.1280316,0.007446629,0.1593093,0.0002775626],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2698247,0.002469013,0.603032,0.00188011,0.001269905,0.001168581,0.003232708,0.03068461,0.08643834],"genre_scores_gemma":[0.9372428,0.0007368758,0.03714738,0.0005724116,0.0001417274,0.0004625349,0.001626841,0.00008652863,0.02198284],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00479801,"threshold_uncertainty_score":0.01605099,"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."}}