{"id":"W2080898852","doi":"10.1111/j.1740-9713.2014.00762.x","title":"Data and Privacy: Now you see me; New Model for Data Sharing; Modern Governance and Staticians","year":2014,"lang":"en","type":"article","venue":"Significance","topic":"Privacy-Preserving Technologies in Data","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Privacy Analytics (Canada)","funders":"","keywords":"Computer science; Data sharing; Big data; Internet privacy; Information privacy; Corporate governance; Privacy policy; Data governance; Work (physics); Data science; Business; Management; Data mining; Data quality; Economics; Engineering; Medicine","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":["metaresearch","metaepi_narrow","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.0009180365,0.0002531614,0.0002986619,0.00004149685,0.0001663717,0.0004028756,0.05507429,0.0001073612,0.000001838007],"category_scores_gemma":[0.01017117,0.0002523343,0.00001323888,0.0002007621,0.0001805432,0.002288942,0.1434539,0.0002261549,0.000006332398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003978539,"about_ca_system_score_gemma":0.0001589922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008951319,"about_ca_topic_score_gemma":0.0002187386,"domain_scores_codex":[0.9967984,0.00002720106,0.0003194503,0.00201941,0.0003294788,0.0005060848],"domain_scores_gemma":[0.974011,0.0002913446,0.0002217876,0.02528401,0.00004961741,0.0001422135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003263343,0.00006107755,0.001609511,0.0002048775,0.00005323212,0.000004100501,0.0003059704,0.0003743881,0.001895487,0.02489436,0.6666494,0.303915],"study_design_scores_gemma":[0.0003147628,0.00002696134,0.000204626,0.00003655039,0.00001095949,0.000002246867,0.000004086137,0.6838152,0.0001391722,0.3042791,0.01094777,0.0002185429],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001488987,0.0007383312,0.9744001,0.02002807,0.000133707,0.0004281506,0.002229681,0.0004221705,0.0001308253],"genre_scores_gemma":[0.1093272,0.0005224092,0.889026,0.000411232,0.00007766094,0.0000253373,0.000223411,0.00003265703,0.0003541443],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6834409,"threshold_uncertainty_score":0.9999929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1019118907152642,"score_gpt":0.3137208943087187,"score_spread":0.2118090035934545,"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."}}