{"id":"W2484178852","doi":"10.5539/ies.v9n8p15","title":"Theoretical Overview on the Improvement of Interest in Learning Theoretical Course for Engineering Students","year":2016,"lang":"en","type":"article","venue":"International Education Studies","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Course (navigation); Class (philosophy); Teaching method; Face (sociological concept); Phenomenon; Active learning (machine learning); Engineering education; Psychology; Computer science; Pedagogy; Epistemology; Engineering; Sociology; Artificial intelligence; Engineering management","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":[0.001573166,0.0005395387,0.0002837535,0.002325243,0.001297946,0.002804595,0.0009495233,0.001706951,0.01657317],"category_scores_gemma":[0.002198818,0.0002587523,0.0004659281,0.001530349,0.003128866,0.002641489,0.001483798,0.001712818,0.00211183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003797947,"about_ca_system_score_gemma":0.002523945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002168254,"about_ca_topic_score_gemma":0.001338036,"domain_scores_codex":[0.9990883,0.0003674699,0.00005041854,0.0001707388,0.000210553,0.0001125256],"domain_scores_gemma":[0.9984241,0.00101892,0.000153058,0.00006136568,0.0002227327,0.0001199259],"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":[0.00002821806,0.0002194116,0.002640686,0.0005911805,0.000007368293,0.0001898292,0.002645231,0.00119485,0.0009613443,0.9155918,0.008092433,0.06783765],"study_design_scores_gemma":[0.00005228253,0.0005138006,0.02706267,0.002197267,0.0000677995,0.00121897,0.006099084,0.02233074,0.003365918,0.637431,0.29955,0.0001105056],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.03784598,0.01866863,0.3158408,0.03728123,0.001145361,0.0005869019,0.0004844176,0.0004110241,0.5877357],"genre_scores_gemma":[0.8171535,0.02619554,0.08343599,0.004907301,0.0008374683,0.002113069,0.0004258687,0.0001316769,0.06479972],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01657317,"threshold_uncertainty_score":0.05544275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1835092413709808,"score_gpt":0.5221680572822881,"score_spread":0.3386588159113073,"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."}}