{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1307211,0.001268614,0.001330225,0.00841784,0.0216741,0.03624855,0.003455799,0.004408485,0.005328375],"category_scores_gemma":[0.139698,0.001857101,0.00127105,0.007523424,0.06215328,0.02244097,0.02066129,0.009379188,0.0006571268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0236819,"about_ca_system_score_gemma":0.01819548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004999304,"about_ca_topic_score_gemma":0.006619791,"domain_scores_codex":[0.7627696,0.212193,0.005780654,0.004715789,0.01032206,0.004218958],"domain_scores_gemma":[0.7625275,0.2063153,0.008699599,0.01028462,0.009084212,0.003088767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002033142,0.0001294301,0.003470408,0.0004764508,0.00004561897,0.0004451142,0.7489283,0.0003175949,0.0002925912,0.225031,0.0009261784,0.01991699],"study_design_scores_gemma":[0.00004737302,0.00008565329,0.002160437,0.002501638,0.00004504155,0.0004856797,0.7868538,0.0007566214,0.001105211,0.08784294,0.1180673,0.00004821375],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4103768,0.05309274,0.1132917,0.0900129,0.001657866,0.001210064,0.00007532744,0.0002037275,0.3300788],"genre_scores_gemma":[0.9628438,0.009353594,0.01880933,0.003009353,0.0001463333,0.0007507517,0.00002237388,0.0001062921,0.004958147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1307211,"threshold_uncertainty_score":0.6913274,"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."}}