{"id":"W1911482267","doi":"10.29173/cmplct8752","title":"Curriculum Dynamics: Recreating Heart","year":2006,"lang":"en","type":"article","venue":"Complicity An International Journal of Complexity and Education","topic":"Educational Challenges and Innovations","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Dynamics (music); Computer science; Sociology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000340474,0.00009985824,0.0001416429,0.0002499452,0.0001764701,0.0002865175,0.0006872562,0.00003903106,0.00002447902],"category_scores_gemma":[0.00005066378,0.0000992165,0.00005722125,0.0001803346,0.00007786616,0.001414764,0.00008301844,0.0001733035,0.000004625153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001541382,"about_ca_system_score_gemma":0.0002520152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000565755,"about_ca_topic_score_gemma":0.0001083412,"domain_scores_codex":[0.9988665,0.00006479365,0.0004501251,0.000163576,0.0003387021,0.0001163076],"domain_scores_gemma":[0.9980364,0.00005294412,0.0003404281,0.0001768866,0.001310359,0.00008299801],"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":[0.000003409887,0.0005476007,0.02247537,0.000005469042,0.00001453235,4.09377e-7,0.0001652631,0.0000478707,0.0001440734,0.9689278,0.00151511,0.00615308],"study_design_scores_gemma":[0.0004046053,0.0002318428,0.3959696,0.0001222494,0.00001175875,0.000640268,0.001330234,0.04569636,0.0002612922,0.542042,0.01297773,0.0003120233],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.891986,0.0001709802,0.08957297,0.0129371,0.001545448,0.00006777305,0.000005651854,0.00002814384,0.003685977],"genre_scores_gemma":[0.93201,0.00003473005,0.06628949,0.0005357973,0.000975536,0.000003734234,0.0000551783,0.000005101419,0.00009041045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4268858,"threshold_uncertainty_score":0.4045932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04348406188198203,"score_gpt":0.3343101525212112,"score_spread":0.2908260906392292,"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."}}