{"id":"W2944514159","doi":"10.6000/2292-2598.2019.07.01.1","title":"Impact of Convergence of Smart-Technology as Compared to Traditional Methodological Tools on Fostering Cognitive Aspects of Leadership Competencies in the Process of Vocational Training of Students","year":2019,"lang":"en","type":"article","venue":"Journal of Intellectual Disability - Diagnosis and Treatment","topic":"Educational Innovations and Challenges","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vocational education; Process (computing); Convergence (economics); Psychology; Cognition; Knowledge management; Mathematics education; Computer science; Pedagogy","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":[0.01040391,0.0004757103,0.0005766359,0.00176597,0.0006299987,0.004157055,0.000617101,0.0008260746,0.00352758],"category_scores_gemma":[0.04115048,0.0002707271,0.0006555979,0.0008709996,0.001551711,0.003523682,0.004657422,0.0007983039,0.0003724443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008039897,"about_ca_system_score_gemma":0.001510345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002790311,"about_ca_topic_score_gemma":0.0003427661,"domain_scores_codex":[0.9861222,0.008837749,0.0009709739,0.001004204,0.002353317,0.0007115265],"domain_scores_gemma":[0.9633649,0.02751943,0.002471475,0.002247927,0.002257959,0.002138234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003495143,0.007272182,0.2421108,0.00222662,0.0004511391,0.001401808,0.07773443,0.003348793,0.02979784,0.01014735,0.0005964329,0.6214175],"study_design_scores_gemma":[0.0007360807,0.03780154,0.7226479,0.003034039,0.001395731,0.001943642,0.1372419,0.01279104,0.045979,0.01467825,0.02147968,0.0002712175],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911412,0.0002127937,0.003109624,0.0001642025,0.00001776306,0.0001085557,0.000007959769,0.00003961667,0.005198242],"genre_scores_gemma":[0.9941095,0.0001991932,0.004881595,0.00005634137,0.00001416217,0.000117138,0.00001449342,0.00001467831,0.0005928082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01040391,"threshold_uncertainty_score":0.05502182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.503309201154977,"score_gpt":0.4429791786361952,"score_spread":0.06033002251878178,"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."}}