{"id":"W2475826006","doi":"10.4018/978-1-61520-883-8.ch003","title":"Investigating Sociocultural Issues in Instructional Design Practice and Research","year":2010,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Alberta","funders":"","keywords":"Instructional design; Sociocultural evolution; Situated; Agency (philosophy); Curriculum; Research design; Pedagogy; Engineering ethics; Knowledge management; Sociology; Psychology; Computer science; Engineering; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001452803,0.0001653777,0.0001936838,0.00006012414,0.000673605,0.0001939763,0.000233838,0.0003880706,0.00009701405],"category_scores_gemma":[0.0006991583,0.0001578231,0.00004205401,0.00002480199,0.001114922,0.000157835,0.0001278114,0.0007813015,0.00005033473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000409003,"about_ca_system_score_gemma":0.0005024308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002691418,"about_ca_topic_score_gemma":0.001407509,"domain_scores_codex":[0.9978305,0.0001978829,0.0002379763,0.0003301495,0.001102207,0.0003013509],"domain_scores_gemma":[0.9990329,0.0004371988,0.0001252059,0.0001189606,0.0001327504,0.0001529405],"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":[0.000004009319,0.000008710605,0.001112193,0.000004949613,0.00002163165,0.000004440421,0.00436639,7.330475e-7,0.00001089753,0.9921092,0.0005500406,0.001806782],"study_design_scores_gemma":[0.0001461562,0.00002376304,0.003615052,0.00006517347,0.00001429173,0.000007589241,0.003360048,6.531351e-7,0.000003283062,0.6132911,0.3792676,0.000205271],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00539288,0.0003611171,0.000002473626,0.006617238,0.0003793967,0.0003818084,0.00001235054,0.00002257945,0.9868302],"genre_scores_gemma":[0.1735891,0.0004606884,0.04693004,0.002048458,0.003275496,0.00009806277,0.00001159194,0.00006475778,0.7735218],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3788181,"threshold_uncertainty_score":0.6435839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09901324695192777,"score_gpt":0.420432221330135,"score_spread":0.3214189743782073,"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."}}