{"id":"W3037272193","doi":"10.5539/cis.v13n3p49","title":"Experimental Instructional Design of Code Slicing and Data Verification by Artificial Interruption","year":2020,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities","keywords":"Computer science; Interrupt; Serial port; Upload; Operating system; Interface (matter); Interrupt handler; Code (set theory); Port (circuit theory); Embedded system; Redundant code; Serial communication; Source code; Computer hardware; Programming language; Code generation; Microcontroller; Set (abstract data type)","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":[0.0001227382,0.00005027903,0.00005120546,0.00005491957,0.00005263139,0.0000740853,0.0001358628,0.00001481387,0.000003253851],"category_scores_gemma":[0.00001120223,0.00005391522,0.0000033108,0.0001423168,0.0000895456,0.002994442,0.00009882259,0.00004613115,0.000002783879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001812211,"about_ca_system_score_gemma":0.000007434192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.979157e-7,"about_ca_topic_score_gemma":9.353595e-9,"domain_scores_codex":[0.9995649,0.000004413596,0.0001601341,0.00008465866,0.0001228139,0.00006301208],"domain_scores_gemma":[0.9998144,0.00001015152,0.00002757494,0.00008202234,0.00001941917,0.00004646233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008733917,0.000005206783,0.00006979197,0.00004378295,0.000004666221,4.747397e-8,0.004790342,0.1571823,0.7888325,0.00120096,0.0003147839,0.04754688],"study_design_scores_gemma":[0.00007846949,0.00003069623,0.0003580683,0.000008175517,7.268176e-7,0.000003657758,0.0001420153,0.8902454,0.1080718,0.00000170944,0.001009579,0.00004969759],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2623286,0.00005449986,0.7372816,0.00002112859,0.0001122819,0.00005317914,0.00000745444,0.0000566644,0.00008456188],"genre_scores_gemma":[0.9711443,0.00001223831,0.02874175,0.00004762279,0.00002655596,0.000001683124,0.00002316762,0.000002505101,1.390488e-7],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7330631,"threshold_uncertainty_score":0.2198599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05533389202584595,"score_gpt":0.2813782871028547,"score_spread":0.2260443950770088,"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."}}