{"id":"W4384915304","doi":"10.23977/aetp.2023.070711","title":"Computer Information Teaching Reform Based on Internet of Things","year":2023,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Educational Technology and Pedagogy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vocational education; Specialty; Curriculum; Process (computing); The Internet; Quality (philosophy); Computer technology; Engineering management; Social needs; Information technology; Teaching method; Computer science; Public relations; Engineering; Sociology; Multimedia; Pedagogy; Political science; Psychology; Economic growth; World Wide Web; Economics; Health care","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":[0.0003857497,0.0001052308,0.0001444488,0.001698135,0.00006631245,0.000008260331,0.0005952693,0.0002424714,0.00001786201],"category_scores_gemma":[0.0001047512,0.0001009873,0.00002025242,0.0009339044,0.0002639951,0.0007889781,0.00009494334,0.0004193705,0.00006675444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003652106,"about_ca_system_score_gemma":0.00007087382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007901625,"about_ca_topic_score_gemma":0.000003221769,"domain_scores_codex":[0.9991176,0.00004330355,0.0002967653,0.0002569214,0.0000928235,0.0001926249],"domain_scores_gemma":[0.9991597,0.000274539,0.0001426913,0.0003485789,0.00005255058,0.00002194232],"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":[0.00001114788,0.00008234047,0.01305357,0.00001365636,0.000003776895,6.193334e-7,0.0003427528,0.00005886187,0.00001505933,0.8790771,0.0005750424,0.1067661],"study_design_scores_gemma":[0.0005037666,0.0003684807,0.08057979,0.00007098361,0.00000216115,0.00005015108,0.0001599,0.01462793,0.0001803215,0.8521644,0.05110112,0.0001909351],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2714636,0.001014329,0.4143541,0.2556079,0.004571713,0.0004573776,0.000007687232,0.0008924307,0.05163084],"genre_scores_gemma":[0.9432666,0.0001635466,0.05285683,0.003497192,0.00003076197,0.00004701157,0.00003085042,0.00000389786,0.0001033377],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.671803,"threshold_uncertainty_score":0.4118142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01539759419561408,"score_gpt":0.3601964737618559,"score_spread":0.3447988795662418,"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."}}