{"id":"W2945132513","doi":"10.3138/cjpe.43319","title":"Secure Data Handling: An Essential Competence for Evaluators","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Data Analysis and Archiving","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Confidentiality; Harm; Competence (human resources); Computer security; Data collection; Information security; Data security; Internet privacy; Knowledge management; Business; Computer science; Public relations; Psychology; Sociology; Political science; Social psychology; Encryption","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3157213,0.0006140349,0.001370808,0.003912076,0.01429141,0.02307719,0.002805021,0.005805407,0.003919523],"category_scores_gemma":[0.301529,0.001040569,0.0009797614,0.002287445,0.03085028,0.01767319,0.01610883,0.01232285,0.001752188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01039574,"about_ca_system_score_gemma":0.1075663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009389272,"about_ca_topic_score_gemma":0.009225051,"domain_scores_codex":[0.6487159,0.261526,0.02656287,0.007388532,0.04707818,0.008728634],"domain_scores_gemma":[0.4313787,0.3229937,0.02614635,0.05486447,0.1388024,0.02581424],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003020134,0.0006499147,0.01641273,0.002788316,0.0001600899,0.001157875,0.3387848,0.001786146,0.007358023,0.2877404,0.07545354,0.2674063],"study_design_scores_gemma":[0.0001474584,0.0004688492,0.01657609,0.01171773,0.0001431269,0.0022741,0.1698433,0.004012056,0.009426417,0.3187039,0.4661939,0.0004929916],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06036069,0.003913128,0.4272827,0.3909537,0.001700287,0.006343776,0.0004988337,0.001251341,0.1076956],"genre_scores_gemma":[0.5887212,0.002457522,0.3696597,0.0256116,0.0005728754,0.003665366,0.0003222094,0.0003752719,0.008614157],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6842787,"threshold_uncertainty_score":0.8438375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2154059806144936,"score_gpt":0.4761247367849614,"score_spread":0.2607187561704678,"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."}}