{"id":"W2136464476","doi":"","title":"Participatory Design for Developing Web Services Supporting Learning in Communities of Practice: the Example of PALETTE","year":2007,"lang":"en","type":"preprint","venue":"Americanae (AECID Library)","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Palette (painting); Participatory design; Citizen journalism; Computer science; World Wide Web; Learning design; Multimedia; Knowledge management; Engineering; Mathematics education; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08389632,0.0009953831,0.0009354148,0.003276204,0.01326322,0.01268551,0.003707021,0.00493351,0.009857612],"category_scores_gemma":[0.05705785,0.001067752,0.001196216,0.0024922,0.04385906,0.01064607,0.01887269,0.003259646,0.001773584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006993724,"about_ca_system_score_gemma":0.01573008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004435319,"about_ca_topic_score_gemma":0.00688557,"domain_scores_codex":[0.8722916,0.1174585,0.001182147,0.003614339,0.00398358,0.001469794],"domain_scores_gemma":[0.9330788,0.05121942,0.001734285,0.00888916,0.002721675,0.002356591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001526502,0.0003778111,0.002136161,0.001054535,0.00006511822,0.0008496625,0.233523,0.003794526,0.001800521,0.6523266,0.004684483,0.099235],"study_design_scores_gemma":[0.0002607354,0.0003463666,0.0009919089,0.001612558,0.00004706327,0.0007097424,0.07227693,0.007320152,0.002015506,0.657013,0.2573127,0.00009326021],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06889421,0.002797388,0.6964224,0.02419507,0.0004295866,0.003809596,0.0001071236,0.0003898951,0.2029547],"genre_scores_gemma":[0.605677,0.001016001,0.3699661,0.001015449,0.00004465147,0.003662429,0.00007047294,0.0002226898,0.01832529],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08389632,"threshold_uncertainty_score":0.4436915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07975473274512246,"score_gpt":0.3030244803595898,"score_spread":0.2232697476144674,"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."}}