{"id":"W7130419967","doi":"10.5006/m2025_00360","title":"Monitoring Cathodic Protection System Assets Using Secure Cloud-Based Communication Architecture","year":2025,"lang":"","type":"article","venue":"","topic":"Diverse Research and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"SCADA; Personalization; Pipeline (software); Data acquisition; Server; Data Protection Act 1998; Data security; Data access","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":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009952945,0.0003150573,0.000296794,0.0004949679,0.001535733,0.001239014,0.001753962,0.0002398319,0.00001492489],"category_scores_gemma":[0.00008147108,0.0003168027,0.0001652653,0.002336289,0.0001607927,0.0003677466,0.0007149277,0.0008368463,0.00006856008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000797097,"about_ca_system_score_gemma":0.001073215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001100356,"about_ca_topic_score_gemma":0.00001996845,"domain_scores_codex":[0.9968078,0.000696242,0.0004913025,0.0007373439,0.000632756,0.0006346306],"domain_scores_gemma":[0.9969437,0.000181992,0.0002203846,0.001954229,0.0004684005,0.0002312825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001602608,0.001360934,0.003014307,0.004294822,0.0003292868,0.00003580401,0.002070673,0.1304575,0.04359338,0.2497345,0.0009121833,0.5640364],"study_design_scores_gemma":[0.0007162258,0.00007770686,0.0007911542,0.002264893,0.00006524303,0.00001515001,0.0005215104,0.9608158,0.02935066,0.000997856,0.003988829,0.0003950081],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01924274,0.001117825,0.9684333,0.002378755,0.0006903684,0.001757489,0.00001218773,0.0003642881,0.006003006],"genre_scores_gemma":[0.9407756,0.00003423999,0.05828464,0.00003878904,0.0001607483,0.0002129844,0.000005073639,0.00001509188,0.0004728432],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9215329,"threshold_uncertainty_score":0.9999284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04708173733528688,"score_gpt":0.3217997828880994,"score_spread":0.2747180455528125,"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."}}