{"id":"W4285470169","doi":"10.22215/cpopp.v7i.3183","title":"Face the Facts","year":2021,"lang":"en","type":"article","venue":"Carleton Perspectives on Public Policy","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reputation; Face (sociological concept); Internet privacy; Work (physics); Key (lock); Balance (ability); Computer security; Public relations; Business; Political science; Computer science; Sociology; Engineering; Psychology; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0006317305,0.0001522563,0.0001521753,0.000177262,0.001250994,0.0005601675,0.0007754894,0.0001353579,0.0003793965],"category_scores_gemma":[0.008627457,0.0001235661,0.0001333803,0.001071871,0.0005112908,0.0005722719,0.0002726395,0.0003621385,0.0001982933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006987926,"about_ca_system_score_gemma":0.001630418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006965681,"about_ca_topic_score_gemma":0.001503425,"domain_scores_codex":[0.9977501,0.0005643626,0.0001423471,0.0004470198,0.0005283058,0.0005678434],"domain_scores_gemma":[0.9984275,0.0001977807,0.00007844972,0.0007411466,0.000307928,0.000247202],"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":[0.000007734178,0.0001286619,0.0001150751,0.000003569578,0.00003439094,0.000007486318,0.06511882,0.0000016657,0.0002654752,0.9122844,0.0126392,0.009393476],"study_design_scores_gemma":[0.0002972431,0.00004453899,0.003212094,0.000008022517,0.000008615221,0.000007309372,0.1729984,0.00001204232,0.0007844378,0.02233971,0.8000577,0.0002299255],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06266022,0.0020544,0.001033338,0.3107302,0.0007135671,0.0005320123,0.0001131937,0.0003925005,0.6217705],"genre_scores_gemma":[0.9897024,0.0009702464,0.00003983758,0.002549599,0.001703031,0.00003497638,0.00001242233,0.00001589681,0.004971602],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9270422,"threshold_uncertainty_score":0.9997233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04022298435251832,"score_gpt":0.3360456629011828,"score_spread":0.2958226785486645,"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."}}