{"id":"W4392188705","doi":"10.36227/techrxiv.21779510.v4","title":"The Cyber Centre and Related Technologies — An Analysis","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Cellular Automata and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Government of Canada; Innovation, Science and Economic Development Canada","keywords":"Computer science; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00028787,0.0004003137,0.0002875597,0.003866088,0.001882815,0.005724813,0.0006939542,0.001060805,0.0238509],"category_scores_gemma":[0.0009925611,0.0001647155,0.0005969546,0.004004277,0.003568393,0.003842697,0.002203314,0.001287569,0.002183941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008149439,"about_ca_system_score_gemma":0.00405667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07243364,"about_ca_topic_score_gemma":0.05672343,"domain_scores_codex":[0.9995054,0.00007956949,0.00001083887,0.00006300543,0.0001852214,0.0001559021],"domain_scores_gemma":[0.9995325,0.0001274098,0.00003895965,0.00004052353,0.0001673225,0.00009333117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009029583,0.000012953,0.0008976746,0.00004813159,0.000003775635,0.00009588857,0.0003390175,0.0009006489,0.0001244558,0.9846029,0.003147335,0.009818217],"study_design_scores_gemma":[0.00001612477,0.00006151305,0.01482053,0.0003449346,0.00003243028,0.0005979738,0.004286145,0.01342429,0.0009796824,0.5291164,0.4362864,0.00003363139],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06050067,0.01316841,0.01715997,0.004865564,0.0001924079,0.00009214695,0.0004032235,0.00006558909,0.9035522],"genre_scores_gemma":[0.8372657,0.01602118,0.00728928,0.0007583523,0.0002225548,0.00009540185,0.0003549067,0.00008406692,0.1379086],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07243364,"threshold_uncertainty_score":0.1440241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007806679205728781,"score_gpt":0.2392926951079053,"score_spread":0.2314860159021765,"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."}}