{"id":"W2760154568","doi":"10.15353/joci.v13i2.3314","title":"PIE News. A public design project toward commonfare","year":2017,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Horizon 2020 Framework Programme","keywords":"Grassroots; Public relations; Democracy; Population; Political science; Corporate governance; Government (linguistics); Public administration; Sociology; Economics; Management; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001199907,0.0001116259,0.0002070392,0.0001110402,0.0007735849,0.0002869682,0.002104507,0.00007223029,0.000006261886],"category_scores_gemma":[0.0003660824,0.00007021383,0.00006547778,0.000061598,0.0001807532,0.0007749972,0.0002955603,0.001081776,0.000008175852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004843457,"about_ca_system_score_gemma":0.00004963555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007250726,"about_ca_topic_score_gemma":0.00004350771,"domain_scores_codex":[0.9990883,0.000101653,0.0004395675,0.000003576493,0.0001852654,0.0001816041],"domain_scores_gemma":[0.9982883,0.0002983514,0.0003622808,0.0008852073,0.0001327786,0.00003304473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001334382,0.0001844499,0.002895986,0.0009072709,0.001077388,0.000008540222,0.3342436,0.01548713,0.00009255323,0.003131586,0.411212,0.2306261],"study_design_scores_gemma":[0.002215023,0.001101842,0.00652096,0.0004081558,0.0002239679,0.001440397,0.7262911,0.02568788,0.002275128,0.0102507,0.2228655,0.000719384],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9413881,0.0002757449,0.03824641,0.002577475,0.0004492551,0.0002194275,0.000008031145,0.0002227756,0.0166128],"genre_scores_gemma":[0.9974015,0.0007111758,0.001717703,0.0001138603,0.00003411842,0.00000147483,8.701346e-7,0.00001062801,0.000008673019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3920475,"threshold_uncertainty_score":0.5949867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1267656300423462,"score_gpt":0.2831145184326928,"score_spread":0.1563488883903466,"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."}}