{"id":"W597421308","doi":"10.71781/2702","title":"User Generated Content in Researching for Design: How the Internet Supports Creativity","year":2008,"lang":"en","type":"book","venue":"Library and Archives Canada (Government of Canada)","topic":"Design Education and Practice","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creativity; Content (measure theory); The Internet; Computer science; Human–computer interaction; World Wide Web; Multimedia; Psychology; Mathematics; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01318067,0.0005937401,0.0004083423,0.004705069,0.00285331,0.01961009,0.002179632,0.002855444,0.01758026],"category_scores_gemma":[0.03370948,0.0005789928,0.0009425895,0.003068546,0.01079284,0.01394603,0.006413191,0.001855151,0.002406571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004903793,"about_ca_system_score_gemma":0.003436859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001175923,"about_ca_topic_score_gemma":0.001460051,"domain_scores_codex":[0.9798574,0.01618733,0.0006468933,0.0007851101,0.002121765,0.0004014389],"domain_scores_gemma":[0.9491366,0.03931295,0.001783128,0.00532524,0.002936476,0.001505546],"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":[0.0001665989,0.0003279858,0.004965813,0.001147528,0.00006252822,0.0009718515,0.1207254,0.001955035,0.002352058,0.679472,0.008891906,0.1789614],"study_design_scores_gemma":[0.0001578449,0.0002294753,0.003732553,0.001876224,0.0001206753,0.001518289,0.04448479,0.006883159,0.004478144,0.4459643,0.4904429,0.0001116634],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1366198,0.006131277,0.242038,0.02714461,0.0007033862,0.000744037,0.0003059276,0.001093695,0.5852194],"genre_scores_gemma":[0.856294,0.003332957,0.0912039,0.002104132,0.0002764493,0.0008318165,0.0002439219,0.0005560706,0.04515689],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01961009,"threshold_uncertainty_score":0.06970692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02823987273107507,"score_gpt":0.1878804947026003,"score_spread":0.1596406219715252,"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."}}