{"id":"W4383098956","doi":"10.23977/acss.2023.070505","title":"Multi-function calculator simulation system","year":2023,"lang":"en","type":"article","venue":"Advances in Computer Signals and Systems","topic":"Advanced Sensor and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Xijing University","keywords":"Calculator; Computer science; Microcontroller; Division (mathematics); Chip; Measure (data warehouse); Visualization; Multiplication (music); Subtraction; Computer hardware; Function (biology); Embedded system; Computer graphics (images); Component (thermodynamics); Arithmetic; Operating system; Artificial intelligence; Database; Telecommunications; Mathematics","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":[0.0002220821,0.0001756822,0.0003246048,0.0001579605,0.00006311203,0.0000621689,0.00007211319,0.00008025319,8.419452e-7],"category_scores_gemma":[0.000004082044,0.0001626306,0.00004016727,0.0003073118,0.00001382007,0.0003465,0.00001872854,0.00008870953,0.0000411833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006046599,"about_ca_system_score_gemma":0.000003157186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001399514,"about_ca_topic_score_gemma":0.00000983245,"domain_scores_codex":[0.9988465,0.00006397913,0.0004107802,0.0002466423,0.0001649808,0.0002671282],"domain_scores_gemma":[0.9995185,0.000158858,0.00005148291,0.0001671009,0.00003787371,0.00006617999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006259847,0.000003949111,0.001001306,0.0003612579,0.00001440212,0.00001334137,0.0001059215,0.9865063,0.0007465333,0.0002642353,0.00001952761,0.0109569],"study_design_scores_gemma":[0.0005231654,0.00003106966,0.001389227,0.0002344189,0.000005455743,0.000008124979,0.0001601865,0.9924505,0.0000132392,0.00002107413,0.004978494,0.0001850781],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06464898,0.009008619,0.9218465,0.000002723338,0.00304638,0.0004138038,0.000008951607,0.0008562177,0.000167843],"genre_scores_gemma":[0.9989849,0.0001493926,0.0003319544,0.000007463424,0.0003973079,0.00004742353,0.000009000072,0.00003000645,0.00004257197],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9343359,"threshold_uncertainty_score":0.6631884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01574672403620553,"score_gpt":0.2511088402527599,"score_spread":0.2353621162165543,"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."}}