{"id":"W2481768255","doi":"10.4018/978-1-60566-984-7.ch023","title":"Self-Organization in Social Software for Learning","year":2010,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":1,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000915959,0.0003645241,0.0004593178,0.0001436182,0.0003606053,0.00004883796,0.0002428348,0.001212452,0.0002492444],"category_scores_gemma":[0.0005146287,0.0004069039,0.0001001086,0.00007751058,0.00007426923,0.00001989975,0.00006440684,0.001846761,0.0001932094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002242191,"about_ca_system_score_gemma":0.0001651804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003909282,"about_ca_topic_score_gemma":0.00002227687,"domain_scores_codex":[0.998291,0.0002175161,0.0003975596,0.0005272381,0.0001796354,0.0003870616],"domain_scores_gemma":[0.9987839,0.0001718369,0.0003654667,0.0002171791,0.000416739,0.00004483452],"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":[0.00004704639,0.00001967808,0.001205498,0.00004676816,0.0001012692,0.00001486832,0.002654282,0.000001440714,0.00004325518,0.9681239,0.001458174,0.02628383],"study_design_scores_gemma":[0.001646326,0.0002474395,0.004273778,0.0001148957,0.0001285731,0.0000412148,0.0001125953,0.000004328627,0.00003432111,0.2585693,0.7338199,0.001007375],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009589525,0.00004374255,0.02567135,0.00005750348,0.001388652,0.0004477851,0.00004056685,0.0005689863,0.9708225],"genre_scores_gemma":[0.1143434,8.134609e-7,0.1047483,0.0009627536,0.00457775,0.00009390053,0.0002034197,0.0004873454,0.7745823],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7323617,"threshold_uncertainty_score":0.9998383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03090171510643838,"score_gpt":0.3422230424013913,"score_spread":0.3113213272949529,"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."}}