{"id":"W1483391320","doi":"","title":"Information production and social value of open data: a conceptual modelling framework for public policy","year":2015,"lang":"en","type":"article","venue":"Infoscience (Ecole Polytechnique Fédérale de Lausanne)","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asset (computer security); Conceptual framework; Value (mathematics); Value of information; Conceptual model; Public sector; Public policy; Business; Knowledge management; Public relations; Management science; Economics; Sociology; Political science; Computer science; Economic growth; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.03632436,0.001531203,0.001117449,0.01199044,0.004997185,0.02274065,0.004965455,0.006335753,0.005757719],"category_scores_gemma":[0.03482093,0.001271315,0.00263251,0.01260884,0.0232856,0.02756576,0.008001757,0.006064132,0.0005940308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01511137,"about_ca_system_score_gemma":0.01073523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009342328,"about_ca_topic_score_gemma":0.005932301,"domain_scores_codex":[0.9720696,0.02206273,0.001143178,0.001158872,0.002623622,0.0009419675],"domain_scores_gemma":[0.9369437,0.05136007,0.003008964,0.004462305,0.002717351,0.001507518],"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":[0.000003162476,0.000009947127,0.0001095933,0.00003443701,0.00000534608,0.00003957963,0.0007540436,0.002047081,0.00001826659,0.9954289,0.0001965099,0.00135302],"study_design_scores_gemma":[0.00001068994,0.00001615973,0.0001272413,0.0003661036,0.00001340541,0.00007099574,0.001839764,0.01234925,0.00008950326,0.9650837,0.0200131,0.00002008718],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01468262,0.002643041,0.8177471,0.04964617,0.000284029,0.0006974438,0.0007286234,0.0001567067,0.1134143],"genre_scores_gemma":[0.6181809,0.004346422,0.3652192,0.001536187,0.000526318,0.002464209,0.0007006586,0.0001342756,0.00689189],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9950345,"threshold_uncertainty_score":0.1921039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1334063417462255,"score_gpt":0.3747287509064886,"score_spread":0.241322409160263,"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."}}