{"id":"W3157737197","doi":"10.23977/jeis.2021.61004","title":"Analysis of Hornet Forecast Model based on Fuzzy Theory","year":2021,"lang":"en","type":"article","venue":"Journal of Electronics and Information Science","topic":"Grey System Theory Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statistics; Range (aeronautics); Sample (material); Class (philosophy); Mathematics; Encoding (memory); Fuzzy logic; Computer science; Artificial intelligence; Econometrics; Ecology; Biology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0113718,0.00007000694,0.000273067,0.001474697,0.0001636544,0.0002685236,0.0005950677,0.00003245191,0.00004742161],"category_scores_gemma":[0.00250404,0.000048081,0.0001409093,0.004925888,0.0001925019,0.002744705,0.00004896661,0.0001281028,0.000006877648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007003186,"about_ca_system_score_gemma":0.001076038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.510174e-7,"about_ca_topic_score_gemma":0.000002697895,"domain_scores_codex":[0.9969951,0.00009638124,0.001014623,0.0001162843,0.00160471,0.0001729146],"domain_scores_gemma":[0.9953572,0.0006275763,0.001169384,0.0003867999,0.002350108,0.0001089657],"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":[0.00006029243,0.00004084464,0.0006944455,0.000003470095,0.00003774893,3.431103e-7,0.0006955003,0.3205793,0.002129663,0.6517287,0.0001722787,0.02385736],"study_design_scores_gemma":[0.0002144448,0.0001346791,0.00412656,0.00001015389,0.00007935725,0.00001411552,0.0005513289,0.9286991,0.003128884,0.06070211,0.002272534,0.00006674425],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5513335,0.0001687265,0.4257082,0.000747249,0.00008014244,0.00009173315,0.0000240291,0.000004289029,0.02184215],"genre_scores_gemma":[0.9982495,0.00003427078,0.0012573,0.0003983669,0.000006986746,0.000001232885,0.000001543113,0.000001408477,0.00004939956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6081198,"threshold_uncertainty_score":0.3941263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03510496882100831,"score_gpt":0.3358049667424252,"score_spread":0.3006999979214168,"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."}}