{"id":"W4319592637","doi":"10.36227/techrxiv.22029974.v1","title":"A Systematic Literature Review: Security Threats and Countermeasure in Smart Farming","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Smart Agriculture and AI","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Countermeasure; Systematic review; Computer security; Agriculture; Business; Computer science; Risk analysis (engineering); Engineering; Political science; Geography; MEDLINE","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":[0.009061757,0.001486959,0.004236664,0.02112564,0.0009251869,0.004338343,0.001581568,0.002868349,0.005414067],"category_scores_gemma":[0.05898817,0.001044029,0.004975176,0.0144428,0.001568003,0.004387583,0.002663371,0.001658404,0.000559424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004473433,"about_ca_system_score_gemma":0.01930958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008722872,"about_ca_topic_score_gemma":0.02237437,"domain_scores_codex":[0.9903007,0.003520259,0.003224978,0.0006853301,0.001942988,0.0003257989],"domain_scores_gemma":[0.940915,0.04576547,0.007738529,0.0009428285,0.004125051,0.0005131646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001527486,0.00002560075,0.0009127588,0.8944211,0.002291072,0.0001564181,0.0005753777,0.0002071918,0.0001994544,0.001307025,0.003694673,0.09605671],"study_design_scores_gemma":[0.00006265799,0.0001173476,0.002338346,0.9490048,0.009615593,0.0003349907,0.0008952941,0.00006889205,0.0001488676,0.0007380857,0.03664435,0.00003080691],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001309565,0.9957573,0.0003655756,0.0007635863,0.0002316488,0.0002914093,0.0003604562,0.000008742591,0.0009117755],"genre_scores_gemma":[0.01240953,0.9849338,0.0009625118,0.0008260554,0.0001083498,0.0003485229,0.0002464614,0.000005289967,0.0001594931],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02112564,"threshold_uncertainty_score":0.04792368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02547106536163189,"score_gpt":0.2455740262152114,"score_spread":0.2201029608535796,"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."}}