{"id":"W4307127075","doi":"","title":"Intermediation in Open Development: A Knowledge Stewardship Approach","year":2016,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Intermediation; Stewardship (theology); Business; Knowledge management; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.01925519,0.000822583,0.0008160022,0.008592291,0.005909366,0.01578254,0.003114933,0.003367392,0.006690918],"category_scores_gemma":[0.02660186,0.0007953618,0.001415335,0.005546931,0.02785505,0.0197523,0.01640894,0.004338458,0.0007581724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006564281,"about_ca_system_score_gemma":0.01003052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001727304,"about_ca_topic_score_gemma":0.001697208,"domain_scores_codex":[0.9851755,0.009468324,0.0007716725,0.001671435,0.001745403,0.001167571],"domain_scores_gemma":[0.9594142,0.02633214,0.004152934,0.005513993,0.002172994,0.002413744],"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":[0.00002000012,0.00009949661,0.002710133,0.0001363196,0.0000269827,0.0001748483,0.007715047,0.0014498,0.0002344674,0.9686072,0.0004455152,0.01838018],"study_design_scores_gemma":[0.00001905404,0.00005595747,0.001308731,0.0003921057,0.00004168117,0.0001914549,0.006638615,0.006432415,0.0006446146,0.9522102,0.03203401,0.00003111916],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08179072,0.003976927,0.5931299,0.03273531,0.0002759721,0.0008356549,0.0001718856,0.0003399407,0.2867437],"genre_scores_gemma":[0.8939523,0.002016581,0.09304889,0.0007487354,0.0001980443,0.0005841551,0.00005969538,0.00008835221,0.009303201],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9968851,"threshold_uncertainty_score":0.1018324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2929520096997982,"score_gpt":0.510081587565637,"score_spread":0.2171295778658389,"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."}}