{"id":"W4235185014","doi":"10.4018/978-1-60566-026-4.ch542","title":"Self-Organization in Social Software for Learning","year":2009,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Affordance; The Internet; Aggregate (composite); Value (mathematics); Computer science; World Wide Web; Internet privacy; Human–computer interaction","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":[0.0002358994,0.0001552663,0.000187338,0.00006310134,0.0006070021,0.000137959,0.0001673427,0.0004593349,0.00005832381],"category_scores_gemma":[0.0003346943,0.0001942166,0.0000462385,0.000120743,0.00005295605,0.00006867106,0.00001587605,0.0001642506,0.00004663527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00081797,"about_ca_system_score_gemma":0.001356098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006378723,"about_ca_topic_score_gemma":0.001151522,"domain_scores_codex":[0.9989543,0.00004617466,0.0002320823,0.0002477255,0.0003020928,0.0002176207],"domain_scores_gemma":[0.998966,0.00003705941,0.0001902072,0.00007475827,0.0006741026,0.0000578692],"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":[0.000005733904,0.00001115088,0.0001248522,0.00001080623,0.000008498178,7.147786e-7,0.00394097,0.000003464244,5.310833e-7,0.9707967,0.004646123,0.02045048],"study_design_scores_gemma":[0.0002216045,0.00003201948,0.0001884042,0.00003368277,0.00002721777,3.563436e-7,0.0006753548,0.000002401126,0.000003260771,0.3184601,0.6801036,0.000251972],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001051084,0.00005200996,0.0003838105,0.0006129349,0.0005098572,0.0005472642,0.00001883171,0.0002596329,0.9975106],"genre_scores_gemma":[0.1744892,0.00003796161,0.006715895,0.001677947,0.006202657,0.00006575993,0.0001378926,0.0001007134,0.810572],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6754575,"threshold_uncertainty_score":0.7919925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01573921373322934,"score_gpt":0.2977297651585235,"score_spread":0.2819905514252942,"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."}}