{"id":"W4387654664","doi":"10.23977/aetp.2023.071310","title":"Path Selection and Construction of University English Teaching in the Context of \"Internet +\"","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":"The Internet; Context (archaeology); Perspective (graphical); Modernization theory; Selection (genetic algorithm); Computer science; Mathematics education; Teaching and learning center; Higher education; Teaching method; Sociology; Pedagogy; World Wide Web; Psychology; Political science; Artificial intelligence; Geography","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":[0.000921932,0.0001848327,0.0001064119,0.001243752,0.002854363,0.00315139,0.0005209856,0.0004032647,0.00793033],"category_scores_gemma":[0.002390202,0.0001799602,0.0002536792,0.0009434346,0.003380953,0.002317108,0.00242369,0.0006850956,0.0006743807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003443203,"about_ca_system_score_gemma":0.003931303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006712219,"about_ca_topic_score_gemma":0.01133865,"domain_scores_codex":[0.9988338,0.000724648,0.00002129324,0.0001086356,0.0001184644,0.0001931137],"domain_scores_gemma":[0.9986371,0.0004307967,0.0002048421,0.00008890383,0.0002807561,0.0003576084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002462412,0.0002143922,0.0776006,0.0001564411,0.0000146556,0.001856556,0.1594895,0.001432111,0.003596747,0.6139565,0.001832984,0.1396034],"study_design_scores_gemma":[0.00005870499,0.0004871523,0.1342324,0.0003930513,0.00005583738,0.0021444,0.369264,0.011392,0.004538486,0.2800922,0.1972481,0.00009377828],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8209812,0.0002852276,0.03609718,0.001190432,0.0000408163,0.0001644638,0.0001080554,0.0001076416,0.141025],"genre_scores_gemma":[0.9801674,0.0001320556,0.01163387,0.00003222504,0.000003185573,0.00005532123,0.00006214929,0.00003237975,0.007881328],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00793033,"threshold_uncertainty_score":0.02652961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0131424692281134,"score_gpt":0.3271943131505692,"score_spread":0.3140518439224558,"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."}}