{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001535952,0.0001190515,0.0001288812,0.0001326834,0.0001512584,0.0007362185,0.001067157,0.0001599271,0.00001044402],"category_scores_gemma":[0.00000946637,0.00007162007,0.00009556567,0.0006711741,0.00008071368,0.00004532125,0.003387174,0.000350696,0.00006374946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001726456,"about_ca_system_score_gemma":0.00003153591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007479484,"about_ca_topic_score_gemma":0.0001486219,"domain_scores_codex":[0.9990523,0.00002230269,0.0001601467,0.0005177792,0.000113478,0.0001339477],"domain_scores_gemma":[0.9984518,0.00005044983,0.0000481392,0.001392172,0.00002977781,0.00002760595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[1.819725e-7,0.0000200121,0.0001447785,0.000013469,0.0004362636,0.000009299407,0.0004138784,0.0002594177,0.00007056579,0.8859264,0.001004107,0.1117016],"study_design_scores_gemma":[0.00001968991,0.000003136619,0.000751471,0.000008561179,0.0002217618,0.000004812039,0.0002469364,0.7140434,0.0003788362,0.2753831,0.008774661,0.0001636411],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2065201,0.02399519,0.4677131,0.188032,0.001544432,0.002002761,0.00006994143,0.0241122,0.08601026],"genre_scores_gemma":[0.985083,0.0003384104,0.008210224,0.0000203439,0.000007423963,0.00003217609,0.00002460432,0.000007128835,0.006276713],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7785628,"threshold_uncertainty_score":0.7099372,"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."}}