{"id":"W4390134781","doi":"10.18280/isi.280609","title":"A Self-Powered IoT Platform with Security Mechanisms for Smart Agriculture","year":2023,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Smart Agriculture and AI","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internet of Things; Computer security; Embedded system; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002852594,0.0002307616,0.0002227589,0.0000365754,0.0005303509,0.0002521373,0.000221414,0.0001918563,0.00004794058],"category_scores_gemma":[0.00005315694,0.00007709543,0.0001151656,0.0009574316,0.00003452957,0.001044599,0.00005369084,0.000112597,0.0001749652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008749037,"about_ca_system_score_gemma":0.00001547443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007507307,"about_ca_topic_score_gemma":0.0003627588,"domain_scores_codex":[0.9987266,0.00001883041,0.000344372,0.0001794118,0.0002926828,0.0004380862],"domain_scores_gemma":[0.9992365,0.0001115211,0.0001999593,0.00006431285,0.0002739013,0.0001138008],"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":[0.001847381,0.000899889,0.01114527,0.003336101,0.001342429,0.00005284934,0.06776182,0.0004298757,0.1641349,0.1263177,0.2534046,0.3693273],"study_design_scores_gemma":[0.002263498,0.003043931,0.1123562,0.0004496599,0.0001859291,0.0002105185,0.02309992,0.003393117,0.02961183,0.0582929,0.7649739,0.002118537],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904644,0.00003684278,0.0003702383,0.0004800695,0.0003247184,0.001239183,0.00021684,0.001125657,0.005741975],"genre_scores_gemma":[0.996396,0.00002443295,0.001028055,0.00032674,0.0002428324,0.0002720198,0.001518817,0.000001891998,0.0001892031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5115694,"threshold_uncertainty_score":0.4079084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01192546277159058,"score_gpt":0.1966669153682933,"score_spread":0.1847414525967027,"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."}}