{"id":"W2500804725","doi":"10.4018/978-1-59904-861-1.ch043","title":"Principled Construction and Reuse of Learning Designs","year":2009,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Reuse; Reusability; Computer science; Learning sciences; Learning design; Software engineering; Engineering; Educational technology; Systems engineering; Engineering management; Mathematics education; Software","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004625828,0.001059934,0.0005827401,0.002072696,0.001347556,0.005472173,0.002013033,0.001577301,0.008046578],"category_scores_gemma":[0.006444758,0.001004345,0.001458413,0.001357154,0.010275,0.005794406,0.00390309,0.002781314,0.002363052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002261333,"about_ca_system_score_gemma":0.00225259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007442523,"about_ca_topic_score_gemma":0.0009758143,"domain_scores_codex":[0.9949443,0.002145814,0.000295583,0.0005594813,0.001894864,0.0001599628],"domain_scores_gemma":[0.9961578,0.001769589,0.000158524,0.001491718,0.0003468427,0.00007543194],"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":[0.00000279583,0.00001226751,0.00007501287,0.0001611356,0.000008477531,0.00003286045,0.001202148,0.001777813,0.0003494326,0.9660346,0.001302726,0.02904067],"study_design_scores_gemma":[0.000009144088,0.00002452514,0.00008183419,0.0002380145,0.00001058094,0.0002118381,0.0002730896,0.004184072,0.0009243442,0.8481815,0.1458485,0.00001256595],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003849508,0.002245379,0.8874019,0.001203339,0.0001421528,0.0002262987,0.00007802056,0.0003828568,0.1044704],"genre_scores_gemma":[0.1131221,0.004580011,0.8258602,0.0004053112,0.0001170808,0.001067546,0.0003411039,0.0003898463,0.05411685],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008046578,"threshold_uncertainty_score":0.02691847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02758108669359163,"score_gpt":0.2634824941296264,"score_spread":0.2359014074360347,"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."}}