{"id":"W3048606523","doi":"10.5430/ijhe.v9n7p267","title":"Design of Innovative Pedagogical Systems on Interdisciplinary Basis","year":2020,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Educational Methods and Teacher Development","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Summative assessment; Process (computing); Quality (philosophy); Computer science; Presentation (obstetrics); Management science; Engineering management; Knowledge management; Process management; Systems engineering; Engineering; Formative assessment; Mathematics education; Psychology","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":[0.01251617,0.000640981,0.0006024693,0.002428509,0.001439031,0.007613986,0.002146394,0.001730497,0.004065405],"category_scores_gemma":[0.01554306,0.0005762513,0.001028564,0.001570161,0.003646571,0.005002887,0.007481211,0.001455149,0.001090408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001762421,"about_ca_system_score_gemma":0.003749191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002121403,"about_ca_topic_score_gemma":0.0002845066,"domain_scores_codex":[0.9812967,0.0125161,0.001078446,0.001661029,0.002889689,0.000558052],"domain_scores_gemma":[0.9894536,0.005662217,0.0008517457,0.002407568,0.0010368,0.0005881508],"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":[0.0001001238,0.0008033979,0.01073308,0.002021618,0.0002637297,0.0005198261,0.02153673,0.04724368,0.01544196,0.5052102,0.002151797,0.3939738],"study_design_scores_gemma":[0.0002339285,0.00133753,0.009001856,0.001548147,0.000315146,0.001329917,0.0161905,0.102217,0.02059392,0.5365447,0.3105145,0.0001727503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07877913,0.0008433482,0.8784871,0.0008769948,0.0001001842,0.00123861,0.00005244694,0.0004348319,0.03918734],"genre_scores_gemma":[0.351371,0.0007815392,0.6404611,0.000159949,0.00004576077,0.00126033,0.0001522862,0.00009102318,0.005677091],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01251617,"threshold_uncertainty_score":0.06619263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1808578577290858,"score_gpt":0.4339670210200156,"score_spread":0.2531091632909298,"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."}}