{"id":"W4408281800","doi":"10.1109/iecon55916.2024.10905685","title":"Design and Implementation of a Novel Mechanism for Introducing Static Eccentricity to a DFIM","year":2024,"lang":"en","type":"article","venue":"","topic":"Sensor Technology and Measurement Systems","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Concordia University","keywords":"Computer science; Mechanism (biology); Eccentricity (behavior); Computer security; Distributed computing; Physics; Law; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007002229,0.0006194751,0.0004211981,0.0007887881,0.0003801577,0.0005330199,0.002288317,0.001002335,0.002312838],"category_scores_gemma":[0.0006089224,0.0003326338,0.000405298,0.000227091,0.0003592531,0.0007231971,0.0006247647,0.0004746456,0.0008345422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002159663,"about_ca_system_score_gemma":0.0006045028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001797296,"about_ca_topic_score_gemma":0.0001793582,"domain_scores_codex":[0.9995521,0.00003521475,0.00004388766,0.00007594363,0.0002364361,0.00005654129],"domain_scores_gemma":[0.9993613,0.00005107811,0.0001659875,0.0001251879,0.0002373484,0.0000590968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003450665,0.0002789699,0.002977517,0.0008788403,0.0000949996,0.0006587402,0.0002935592,0.008975504,0.70421,0.0185192,0.001397786,0.2613698],"study_design_scores_gemma":[0.0003940316,0.006558941,0.007362165,0.0002114362,0.0002610908,0.004520618,0.0001700403,0.1618241,0.6764342,0.002793647,0.1392879,0.0001818606],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04444562,0.0002838376,0.9491772,0.0001462454,0.0002448402,0.0004196041,0.00005816596,0.001245683,0.003978903],"genre_scores_gemma":[0.567138,0.0002885153,0.4259877,0.00008139788,0.00005737153,0.0004404062,0.00009090016,0.00006858063,0.005847168],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002312838,"threshold_uncertainty_score":0.007737219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05043795321675439,"score_gpt":0.3076349172086575,"score_spread":0.2571969639919031,"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."}}