{"id":"W4250628180","doi":"10.22215/etd/2014-10341","title":"Crowdsourcing and Participatory Mechanisms in Crowdfunded Design Projects","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Crowdsourcing; Scope (computer science); Context (archaeology); Citizen journalism; Knowledge management; Order (exchange); Participatory design; Citizen science; Business; Computer science; Data science; Marketing; Process management; World Wide Web; Engineering; Geography; Operations management; Finance","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":[0.0007360557,0.0004888726,0.0005333846,0.0007774805,0.0001393238,0.0007545245,0.0002828097,0.0003638415,0.0001165762],"category_scores_gemma":[0.0004113213,0.0004904162,0.00007904862,0.0005555382,0.00004008737,0.00112379,0.0001047419,0.000363412,0.0002540662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006992056,"about_ca_system_score_gemma":0.00005976294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006289785,"about_ca_topic_score_gemma":0.001945255,"domain_scores_codex":[0.9978085,0.00001886138,0.0005394825,0.0007175708,0.0003225968,0.0005929835],"domain_scores_gemma":[0.9990504,0.00008686326,0.0004358035,0.0002821289,0.000125284,0.00001956666],"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":[0.0009174297,0.0004844895,0.01077327,0.008662242,0.0001469268,0.0002145135,0.0009993032,0.0002649965,0.01431589,0.914121,0.01609264,0.03300734],"study_design_scores_gemma":[0.01056913,0.0005224211,0.1707572,0.01369952,0.001097194,0.00002979884,0.01120926,0.09553567,0.07197549,0.5460599,0.06401564,0.01452876],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7035148,0.0003254256,0.03206944,0.0001473246,0.001630121,0.002265688,0.000002480456,0.0007716098,0.2592731],"genre_scores_gemma":[0.9905111,0.000007365558,0.001138635,0.0005558461,0.0002654657,0.0002015047,0.0001106889,0.0001245166,0.007084861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3680611,"threshold_uncertainty_score":0.9997547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04925021066834212,"score_gpt":0.2540558050351024,"score_spread":0.2048055943667603,"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."}}