{"id":"W636288705","doi":"10.4018/ijskd.2014100104","title":"Issues of Participation","year":2014,"lang":"en","type":"article","venue":"International Journal of Sociotechnology and Knowledge Development","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Citizen journalism; Participatory GIS; Participatory action research; Context (archaeology); Sociology; Public relations; Sustainability; Key (lock); Engineering ethics; Political science; Management science; Computer science; Engineering; Law","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":[0.1149885,0.0008616101,0.001313639,0.001924053,0.0188795,0.02421016,0.00453591,0.01458735,0.01480508],"category_scores_gemma":[0.1662348,0.0006957458,0.001401059,0.00278827,0.05304005,0.02175639,0.02393247,0.01277343,0.002664618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007509735,"about_ca_system_score_gemma":0.0185751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002070425,"about_ca_topic_score_gemma":0.001389851,"domain_scores_codex":[0.7332594,0.2008745,0.009849947,0.01643504,0.02870555,0.01087568],"domain_scores_gemma":[0.8412053,0.1132596,0.005829059,0.01638065,0.01676108,0.006564271],"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":[0.00002143646,0.00003060991,0.0006143207,0.0001950225,0.00001220482,0.0002105116,0.06786513,0.00008949542,0.0001421817,0.8944688,0.01232053,0.02402973],"study_design_scores_gemma":[0.00001664967,0.0000399713,0.0002954518,0.0007908841,0.00001206701,0.000591693,0.04051524,0.000126152,0.0001880193,0.4048599,0.5525413,0.0000226746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01856272,0.006762068,0.06680669,0.2623625,0.004756489,0.00125437,0.0001787008,0.0001014535,0.6392151],"genre_scores_gemma":[0.8126055,0.004621204,0.02692404,0.0609917,0.003955998,0.004185887,0.0002809397,0.0002471232,0.08618759],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1149885,"threshold_uncertainty_score":0.6081246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01971250540072713,"score_gpt":0.286946936463835,"score_spread":0.2672344310631079,"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."}}