{"id":"W7097523611","doi":"","title":"Minueto, a Game Development Framework for Teaching Object- Oriented Software Design Techniques","year":2008,"lang":"en","type":"article","venue":"","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Video game development; Game programming; Game Developer; Game development tool; Game design; Game testing; Game design document; Software development; Software development process","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009965532,0.0002044377,0.0002001463,0.0001485805,0.0007230883,0.000117953,0.0006761745,0.0001317361,0.000005804863],"category_scores_gemma":[0.001025478,0.0001799286,0.0000812708,0.0002107978,0.00004736138,0.0002657836,0.0001721065,0.0005090885,0.00002085397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009715522,"about_ca_system_score_gemma":0.0001877949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000260988,"about_ca_topic_score_gemma":0.000001351044,"domain_scores_codex":[0.9983093,0.000165876,0.0002764636,0.0004968468,0.0002718959,0.0004796423],"domain_scores_gemma":[0.9986398,0.0006227838,0.0001060322,0.0004363061,0.0000803065,0.0001147924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001129665,0.000104606,0.0005557314,0.00001861104,0.00002452484,0.0000160363,0.017834,0.00005234263,0.00004650879,0.02509057,0.001407654,0.9548381],"study_design_scores_gemma":[0.0003536511,0.0004245195,0.0007961379,0.0002568242,0.000009202869,0.0001578888,0.0002550453,0.004188092,0.0101559,0.002554402,0.9800239,0.0008244867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002417046,0.00006945161,0.9940216,0.0002350583,0.0001765213,0.0004139295,2.036189e-7,0.002562144,0.00010407],"genre_scores_gemma":[0.1005892,0.000001776211,0.8976989,0.0003089532,0.00007463348,0.0001598346,0.000002628163,0.00002208293,0.001142015],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9786162,"threshold_uncertainty_score":0.7337275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03819315894629836,"score_gpt":0.2858562258313007,"score_spread":0.2476630668850023,"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."}}