{"id":"W1663325207","doi":"10.5334/csci.55","title":"Co-Creating Knowledge Online: Approaches for Community Artists","year":2013,"lang":"en","type":"article","venue":"Cultural Science Journal","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"The Internet; Premise; Knowledge management; Position (finance); The arts; Co-creation; Internet Protocol; Computer science; World Wide Web; Business; Political science","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":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001255651,0.0001392594,0.0001432419,0.0002079247,0.002776608,0.001065071,0.002052656,0.00006408195,0.00002919023],"category_scores_gemma":[0.0005081157,0.00009635781,0.00006494408,0.0008687088,0.0006940261,0.004279013,0.0002060375,0.0008561283,0.0000919021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002927098,"about_ca_system_score_gemma":0.0001434129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002339516,"about_ca_topic_score_gemma":0.00001820781,"domain_scores_codex":[0.9986396,0.0000902404,0.000316045,0.0002230489,0.0002673434,0.0004636967],"domain_scores_gemma":[0.9982049,0.0001024692,0.0002715297,0.0003098537,0.0009958859,0.0001153829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001057084,0.0007926753,0.003045956,0.00003793766,0.00004650406,0.000006829682,0.02763205,0.00008368963,0.3686306,0.1516422,0.0211935,0.4268775],"study_design_scores_gemma":[0.002435748,0.001728076,0.2295175,0.0004352757,0.00002919941,0.006702318,0.0363721,0.3490397,0.2660379,0.08888032,0.01691348,0.001908404],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9316553,0.00003394148,0.05996947,0.001248664,0.0006062587,0.0002483544,0.000001384311,0.0001202525,0.006116419],"genre_scores_gemma":[0.942032,0.000002245153,0.05721047,0.0001319667,0.0001787501,0.00002279107,0.000002547455,0.000004158877,0.0004150936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4249691,"threshold_uncertainty_score":0.9999719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1375488537942862,"score_gpt":0.3793991344335959,"score_spread":0.2418502806393097,"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."}}