{"id":"W2966020410","doi":"","title":"Geef ons de burgervader terug","year":2019,"lang":"nl","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005323064,0.0004098887,0.0005386411,0.0001262682,0.001868902,0.001111578,0.005027998,0.0002401423,0.0009003634],"category_scores_gemma":[0.0001196873,0.0003681049,0.0001111848,0.001088164,0.001258263,0.001539662,0.002662394,0.0007299887,0.0005966441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001279732,"about_ca_system_score_gemma":0.000496932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02687698,"about_ca_topic_score_gemma":0.02124503,"domain_scores_codex":[0.993296,0.001489182,0.0005136735,0.001353526,0.001330754,0.002016838],"domain_scores_gemma":[0.9956008,0.001704703,0.000271157,0.0014948,0.00006514914,0.0008633903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000122033,0.0002982257,0.7675099,0.0007020169,0.0002709266,0.00005743711,0.160324,0.0003170372,0.001025377,0.003229587,0.01489831,0.05124514],"study_design_scores_gemma":[0.0007450702,0.0002580265,0.2405993,0.00155605,0.0001653651,0.00001472951,0.0859765,0.1705939,0.00002057822,0.005541829,0.4930469,0.001481725],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9075632,0.001974012,0.0001634142,0.003345868,0.001473058,0.000730957,0.0004995707,0.0001589188,0.08409102],"genre_scores_gemma":[0.9827278,0.005965806,0.0007411484,0.000697943,0.001905466,0.00001604405,0.0002771528,0.00004296224,0.007625638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5269106,"threshold_uncertainty_score":0.9999254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03160932141330122,"score_gpt":0.3326665553289471,"score_spread":0.3010572339156459,"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."}}