{"id":"W7160472788","doi":"","title":"Some HCI Priorities for GDPR-Compliant Machine Learning","year":2018,"lang":"","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Data Protection Act 1998; Corporate governance; Relation (database); Automation","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":[],"consensus_categories":[],"category_scores_codex":[0.09742989,0.0009809196,0.0009510109,0.003211078,0.007764198,0.02132382,0.003137075,0.01667866,0.02636684],"category_scores_gemma":[0.1198941,0.0009524948,0.00133985,0.002186107,0.02348424,0.02373919,0.01003332,0.02253859,0.005040512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008199356,"about_ca_system_score_gemma":0.007482178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003753462,"about_ca_topic_score_gemma":0.003472608,"domain_scores_codex":[0.8904076,0.07616749,0.005300533,0.004474155,0.01907259,0.004577593],"domain_scores_gemma":[0.8542715,0.101044,0.002671659,0.01339074,0.02361089,0.005011166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004449602,0.00004245986,0.0003883673,0.0002424143,0.000006453006,0.0001438323,0.00551438,0.0002231078,0.000464425,0.903246,0.05570755,0.03397658],"study_design_scores_gemma":[0.00002947975,0.00007453694,0.0006077946,0.001012654,0.00001126777,0.0002417608,0.006030389,0.0008800242,0.001083204,0.5497022,0.4402267,0.0001000205],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004462785,0.01686486,0.1103708,0.7474701,0.005665922,0.000232339,0.0002214647,0.0007716054,0.1139402],"genre_scores_gemma":[0.4778544,0.02010343,0.1921371,0.2249765,0.009545227,0.001922889,0.0009118896,0.001650624,0.0708979],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09742989,"threshold_uncertainty_score":0.5152647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02387652131952564,"score_gpt":0.2783178503230302,"score_spread":0.2544413290035046,"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."}}