{"id":"W4249635200","doi":"10.4018/9781605666525.ch122","title":"Destructive Creativity on the Social Web","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creativity; Web application; World Wide Web; Computer science; Psychology; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003789107,0.0002660467,0.0002630856,0.00003821273,0.001080771,0.0001342891,0.0005018984,0.0003161024,0.0005946042],"category_scores_gemma":[0.00005290702,0.0002098141,0.0002242471,0.00002148093,0.0005333917,0.00004299022,0.0001937003,0.0003065908,0.0007242972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003325548,"about_ca_system_score_gemma":0.000199766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004604565,"about_ca_topic_score_gemma":0.003529644,"domain_scores_codex":[0.99863,0.00008505002,0.0001660831,0.0003387539,0.0004407941,0.000339269],"domain_scores_gemma":[0.9993609,0.00007952988,0.0001664841,0.0002265527,0.00009009968,0.00007642154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001917916,0.000005735661,0.00004604425,0.000004463691,0.00007257052,0.000009601702,0.002789956,1.623983e-8,4.709987e-7,0.9836035,0.006289264,0.007159133],"study_design_scores_gemma":[0.00009438757,0.00002165461,0.0001883312,0.00005173507,0.00006668414,2.28039e-7,0.0003729447,6.204799e-7,0.000003446767,0.8315417,0.1674127,0.0002456447],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0008141825,0.00003364552,0.000009526411,0.0001802791,0.0005053435,0.0004128301,0.00003170068,0.0001261215,0.9978864],"genre_scores_gemma":[0.5513,0.00000413493,0.000008021243,0.0001933857,0.000934569,0.00001353385,8.064861e-7,0.00001883588,0.4475268],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5504858,"threshold_uncertainty_score":0.9309618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06528828139041735,"score_gpt":0.3025042994819904,"score_spread":0.237216018091573,"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."}}