{"id":"W1723920340","doi":"10.5539/ies.v8n8p166","title":"Methodical Approaches to Teaching of Computer Modeling in Computer Science Course","year":2015,"lang":"en","type":"article","venue":"International Education Studies","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relevance (law); Computer science; Process (computing); Mathematics education; Representation (politics); Management science; Typology; Software; Course (navigation); Software engineering; Engineering ethics; Engineering; Sociology; 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":[0.007650181,0.0004779775,0.0002380993,0.001775228,0.001910803,0.003752423,0.001688115,0.0005998948,0.009548786],"category_scores_gemma":[0.01013986,0.0002455216,0.000366582,0.001453348,0.003279033,0.002401179,0.003007344,0.002096891,0.001004856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005108162,"about_ca_system_score_gemma":0.005730271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001370664,"about_ca_topic_score_gemma":0.002895331,"domain_scores_codex":[0.9900541,0.007054171,0.0003488831,0.00064628,0.00160698,0.0002894966],"domain_scores_gemma":[0.9930546,0.004304471,0.0005194264,0.0008333652,0.001022413,0.0002656279],"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":[0.0001223193,0.001271813,0.004932444,0.001225443,0.00002181167,0.0001564256,0.04532319,0.002154708,0.003655316,0.6573386,0.008418973,0.275379],"study_design_scores_gemma":[0.000213922,0.0005448557,0.006077638,0.001390848,0.00004817011,0.0004776406,0.02875061,0.01072912,0.008074812,0.4289056,0.5147251,0.00006160699],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07968689,0.002489277,0.6768618,0.007932529,0.0006070489,0.0020901,0.00023668,0.000436255,0.2296594],"genre_scores_gemma":[0.5348127,0.002569906,0.4226156,0.001263782,0.0001877753,0.004496526,0.0002541858,0.0001431541,0.03365646],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009548786,"threshold_uncertainty_score":0.0404585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4805469804369415,"score_gpt":0.4940259920206138,"score_spread":0.01347901158367232,"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."}}