{"id":"W4299404515","doi":"","title":"Civic hacking: redefining hacking and civic participation","year":2018,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Hacker; Political science; Internet privacy; Computer security; Sociology; Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.004320988,0.0004162538,0.0004112741,0.001920725,0.003060066,0.01297797,0.0009779022,0.002730366,0.01428922],"category_scores_gemma":[0.01648087,0.0003103843,0.0004107569,0.002541091,0.01097128,0.01147465,0.005841755,0.003070654,0.0007537155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002530926,"about_ca_system_score_gemma":0.002194418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002732625,"about_ca_topic_score_gemma":0.003689642,"domain_scores_codex":[0.9972499,0.001567786,0.00005934882,0.0003445023,0.0002981784,0.000480343],"domain_scores_gemma":[0.9833325,0.008923762,0.00224256,0.002272496,0.001127423,0.002101238],"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":[0.0002190791,0.0004035969,0.07896181,0.0002828612,0.00007112253,0.0002647436,0.0567896,0.002185202,0.0009010425,0.7514567,0.007387924,0.1010764],"study_design_scores_gemma":[0.00004426188,0.0001297944,0.07883088,0.0005136287,0.00009542584,0.0002440691,0.119251,0.01154836,0.001688721,0.7177188,0.0698603,0.00007466952],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6331394,0.001637903,0.03349842,0.02669818,0.0003826185,0.00008206256,0.0002073101,0.000209643,0.3041446],"genre_scores_gemma":[0.996411,0.0001303631,0.0007348345,0.0001372479,0.00002787701,0.00001610428,0.00002053782,0.0000183646,0.002503644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01428922,"threshold_uncertainty_score":0.04780221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04190799699569855,"score_gpt":0.3084866596963691,"score_spread":0.2665786627006705,"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."}}