{"id":"W2143824927","doi":"10.5204/jld.v1i3.35","title":"Design patterns for complex learning","year":2006,"lang":"en","type":"article","venue":"Journal of Learning Design","topic":"Language and cultural evolution","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Explication; Learning design; Context (archaeology); Educational technology; Experiential learning; Computer science; Learning sciences; Pattern language (formal languages); Instructional design; Curriculum; Open learning; Mathematics education; Knowledge management; Teaching method; Cooperative learning; Artificial intelligence; Psychology; Pedagogy; Multimedia; Epistemology","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":[0.006251136,0.0009743993,0.0004979154,0.001803117,0.002202543,0.00648167,0.001606177,0.002360761,0.01045646],"category_scores_gemma":[0.01616428,0.0008371981,0.001332991,0.001766275,0.008032708,0.008883883,0.004946157,0.002817252,0.002081894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002072083,"about_ca_system_score_gemma":0.00278227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001608332,"about_ca_topic_score_gemma":0.002116153,"domain_scores_codex":[0.9948511,0.002265256,0.0005987212,0.0009056726,0.001110922,0.0002684689],"domain_scores_gemma":[0.9916897,0.004188806,0.0006669477,0.002261251,0.0008827476,0.0003105259],"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":[0.00002048905,0.00003415358,0.0005760829,0.0003299737,0.00002326617,0.0001435923,0.002707223,0.003223302,0.0006791318,0.9399993,0.004825204,0.04743835],"study_design_scores_gemma":[0.00002201774,0.00003131513,0.0001561017,0.0002243249,0.00001702222,0.0002973552,0.0006522633,0.006270811,0.0007966042,0.8612629,0.1302508,0.00001858651],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006189539,0.001266612,0.9518236,0.005218985,0.0002071082,0.0003067892,0.0001456307,0.0007090456,0.03413275],"genre_scores_gemma":[0.1052565,0.001078466,0.8810332,0.0007612344,0.00007959767,0.001024591,0.0003044505,0.0002215732,0.01024029],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01045646,"threshold_uncertainty_score":0.03498036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06912687447880621,"score_gpt":0.3207022286124759,"score_spread":0.2515753541336697,"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."}}