{"id":"W2220132251","doi":"","title":"An Instructional Design Model utilizing Social Networking Groups: Articulating the Networked Learning Framework","year":2011,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Computer science; Instructional design; Knowledge management; Networked learning; Social learning; Sociology; Public relations; Human–computer interaction; Multimedia; Internet privacy; Mathematics education; World Wide Web; Educational technology; Psychology; Pedagogy; Political 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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001563907,0.0003960134,0.0003458913,0.0002210821,0.001641821,0.0006074712,0.0006430844,0.0002114572,0.0002571399],"category_scores_gemma":[0.0001017838,0.0003784621,0.00009727443,0.001126632,0.0001683259,0.0007705025,0.000142952,0.002150593,0.00003220288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004115153,"about_ca_system_score_gemma":0.0006555064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002888122,"about_ca_topic_score_gemma":0.0001331978,"domain_scores_codex":[0.9954429,0.001494919,0.0007399342,0.0009066169,0.0007190811,0.0006965254],"domain_scores_gemma":[0.9976143,0.0003132651,0.001122409,0.0004567993,0.0002287045,0.0002645316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009061284,0.0003898683,0.08012313,0.0000493203,0.0000313875,0.00000244684,0.009475835,0.01488951,0.00002951754,0.8235104,0.0003782258,0.07102972],"study_design_scores_gemma":[0.0005442257,0.0005827605,0.4368957,0.0008992489,0.0000331651,0.00001583893,0.006544545,0.4636651,0.00001540649,0.08260972,0.007307462,0.0008868529],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4360943,0.001388784,0.4317188,0.04518805,0.01196587,0.002807576,0.000005597828,0.001883458,0.06894759],"genre_scores_gemma":[0.9660488,0.0001007413,0.02637746,0.001373824,0.0007075814,0.0001699073,0.00001769382,0.00004848242,0.005155453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7409007,"threshold_uncertainty_score":0.9998667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.193380177608869,"score_gpt":0.330375575373944,"score_spread":0.136995397765075,"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."}}