{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009171317,0.0001424907,0.000145087,0.0007534329,0.000874137,0.001479918,0.0003613254,0.0006552669,0.002277945],"category_scores_gemma":[0.002154933,0.00008902454,0.0002465617,0.0005624742,0.0008276567,0.001278073,0.001204063,0.0006615789,0.0004346641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002749453,"about_ca_system_score_gemma":0.005465456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00195732,"about_ca_topic_score_gemma":0.002209513,"domain_scores_codex":[0.9989435,0.000290248,0.00005443575,0.0001108059,0.000441058,0.0001599095],"domain_scores_gemma":[0.9992354,0.0001676967,0.00009489647,0.00004625921,0.0002988789,0.0001568394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005001146,0.0008884548,0.01461881,0.0005761966,0.00002089195,0.0003687781,0.004623141,0.004247315,0.007045164,0.3403496,0.02448834,0.6027233],"study_design_scores_gemma":[0.0001543336,0.0007453354,0.09323834,0.001160522,0.0001128139,0.001171038,0.0132383,0.05441908,0.02279771,0.1241376,0.6887585,0.00006658596],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4239432,0.00731424,0.1007592,0.05509205,0.001592723,0.001200704,0.0001107858,0.0006617908,0.4093253],"genre_scores_gemma":[0.9439114,0.002546106,0.01682072,0.002207991,0.0002923165,0.0001941501,0.00006081037,0.00003501981,0.03393144],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002749453,"threshold_uncertainty_score":0.01994878,"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."}}