{"id":"W3037720324","doi":"10.5430/ijhe.v9n4p272","title":"PRACTICAL-ORIENTED CONCEPT AS A PRINCIPLE OF PROFESSIONAL EDUCATION OF THE FUTURE PROFESSIONALS","year":2020,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Educational Innovations and Challenges","field":"Computer Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socialization; Engineering ethics; Process (computing); Professional development; Quality (philosophy); Pedagogy; Professional studies; Sociology; Medical education; Psychology; Medicine; Engineering; Social science; Epistemology; Computer science","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":[0.006936359,0.0004961276,0.0003030693,0.001319304,0.003137186,0.005640381,0.0008797382,0.002767564,0.006504103],"category_scores_gemma":[0.00807486,0.0002180769,0.0004338976,0.0006765124,0.02196358,0.004233746,0.003732695,0.003717277,0.001576406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00300346,"about_ca_system_score_gemma":0.006589638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007992781,"about_ca_topic_score_gemma":0.001121317,"domain_scores_codex":[0.9909886,0.005472463,0.0003460453,0.0006457602,0.002098561,0.0004487042],"domain_scores_gemma":[0.9940441,0.002928052,0.0005539942,0.0006074044,0.0009827643,0.0008837096],"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":[0.00001490612,0.00008720167,0.0004941329,0.0002187254,0.000004295046,0.00009590437,0.01424611,0.0002135982,0.0005117495,0.9588939,0.003572076,0.02164735],"study_design_scores_gemma":[0.00004501422,0.0002468437,0.002466609,0.0008795552,0.00001379786,0.001228573,0.01271471,0.001099324,0.0006827394,0.6047168,0.3758673,0.0000387311],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02621474,0.005800547,0.1941782,0.02773849,0.001592379,0.0007480702,0.00005240475,0.000216596,0.7434585],"genre_scores_gemma":[0.8041363,0.003246987,0.1077413,0.00673493,0.0009158142,0.001571646,0.0000889775,0.0001355996,0.07542846],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006936359,"threshold_uncertainty_score":0.03668338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02962360700107806,"score_gpt":0.4096671714603958,"score_spread":0.3800435644593177,"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."}}