{"id":"W293145646","doi":"10.2139/ssrn.2593626","title":"Who is a Stream? Epistemic Communities, Instrument Constituencies and Advocacy Coalitions in Multiple Streams Subsystems","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Download; STREAMS; Computer science; World Wide Web; Internet privacy; Data science; Computer security; Political science; Computer network","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":[0.01244423,0.0003332254,0.0006762729,0.003404392,0.009324939,0.01963138,0.001434755,0.00302793,0.01962667],"category_scores_gemma":[0.03594579,0.0006778047,0.0005137863,0.00277342,0.009671878,0.02572384,0.01223759,0.003174765,0.001731299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003504209,"about_ca_system_score_gemma":0.007585898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003803567,"about_ca_topic_score_gemma":0.005090362,"domain_scores_codex":[0.9926608,0.004032377,0.0002811719,0.0008494118,0.001113935,0.001062415],"domain_scores_gemma":[0.9748008,0.01306117,0.002352635,0.002012927,0.003383529,0.004388913],"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":[0.0002687628,0.0002569872,0.04417042,0.000102539,0.00004787667,0.000213773,0.05450318,0.0005611991,0.000750775,0.8343092,0.005502597,0.05931265],"study_design_scores_gemma":[0.00006525433,0.0001051156,0.01488473,0.0002516183,0.0001088509,0.000115384,0.08637033,0.004545051,0.0009408242,0.8475295,0.04503426,0.00004921669],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6173394,0.0008263367,0.05585744,0.02869443,0.000404877,0.0002883933,0.0003015121,0.0002244485,0.2960632],"genre_scores_gemma":[0.9807373,0.0001461049,0.005949248,0.0005838691,0.00008678083,0.0001335407,0.00008154093,0.00006017935,0.01222139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01963138,"threshold_uncertainty_score":0.06581217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05250592002175746,"score_gpt":0.3030484551412755,"score_spread":0.2505425351195181,"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."}}