{"id":"W3185341910","doi":"10.23977/aetp.2021.54018","title":"Application of Information Technology in Basic German Teaching Reform","year":2021,"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":"German; Information technology; Teaching method; Computer science; Foreign language teaching; Foreign language; Mathematics education; Psychology; Linguistics; Philosophy","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":[0.001989627,0.0001750053,0.0001990011,0.00214674,0.0009992698,0.004035116,0.0003290965,0.0007669262,0.00258438],"category_scores_gemma":[0.003035317,0.00009865438,0.0002150675,0.002449727,0.005523889,0.002497053,0.001788787,0.0007631832,0.0002134194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009252167,"about_ca_system_score_gemma":0.004338806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009640565,"about_ca_topic_score_gemma":0.005583363,"domain_scores_codex":[0.9977641,0.001140286,0.0001053989,0.0001113064,0.0004091885,0.0004697306],"domain_scores_gemma":[0.9985323,0.0008039512,0.0002086215,0.0001314505,0.0002165017,0.0001070627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001357458,0.00002440225,0.0008737826,0.00009030325,0.000005000667,0.0001476543,0.002818167,0.0008571988,0.0002858973,0.9603937,0.001783206,0.03270714],"study_design_scores_gemma":[0.00007381159,0.0001508628,0.023073,0.0007723741,0.0000475099,0.0005212598,0.01243931,0.0111029,0.005711226,0.4940768,0.451977,0.00005408242],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2844793,0.01755401,0.02087668,0.03439154,0.0003254557,0.0001408275,0.0001494044,0.000140305,0.6419424],"genre_scores_gemma":[0.9892292,0.00251484,0.001470272,0.0004376642,0.00007378184,0.00002168816,0.00002941373,0.000007097597,0.006216047],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009640565,"threshold_uncertainty_score":0.06712943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009862103917545172,"score_gpt":0.3700501386217776,"score_spread":0.3601880347042324,"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."}}