{"id":"W2476183492","doi":"10.4018/978-1-59904-358-6.ch003","title":"User-Centered Design Principles for Online Learning Communities","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Sociotechnical system; Knowledge management; Sustainability; Software deployment; Participatory design; Field (mathematics); Computer science; Engineering; Engineering ethics","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"],"consensus_categories":[],"category_scores_codex":[0.0005518914,0.0003184724,0.0003886639,0.00008231217,0.0008200007,0.0001864342,0.0007657356,0.0003192119,0.0001610617],"category_scores_gemma":[0.00006521907,0.0003412084,0.000230524,0.00001437392,0.0002698834,0.00007432209,0.0003375491,0.0003089943,0.00008844372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002386616,"about_ca_system_score_gemma":0.000145925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008679876,"about_ca_topic_score_gemma":0.01025094,"domain_scores_codex":[0.998547,0.0001053532,0.0003483933,0.0002559188,0.0002884513,0.0004548405],"domain_scores_gemma":[0.9989991,0.0001374489,0.0002652667,0.0003008328,0.0001760778,0.0001212517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004656601,0.00001602523,0.0001358605,0.00004600127,0.000109606,0.000004700362,0.003520475,0.000005864222,3.794167e-7,0.9835379,0.001017463,0.01155919],"study_design_scores_gemma":[0.0003175615,0.00009398379,0.00003158347,0.0002978923,0.0001087051,4.600488e-7,0.00141063,0.00005040216,0.000002446486,0.1582414,0.839054,0.0003909666],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000185096,0.0002700867,0.002692707,0.00002990218,0.0004838743,0.0008537101,0.00006000748,0.0002763579,0.9951482],"genre_scores_gemma":[0.07645121,0.00006488842,0.002805729,0.0001139407,0.0006431454,0.00003795233,0.00003338107,0.00006077666,0.919789],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8380365,"threshold_uncertainty_score":0.999904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1750249227478169,"score_gpt":0.3234603285844159,"score_spread":0.148435405836599,"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."}}