{"id":"W4288060558","doi":"10.18357/kula.228","title":"Ethical Considerations of Including Personal Demographic Information in Open Knowledge Platforms","year":2022,"lang":"en","type":"article","venue":"KULA knowledge creation dissemination and preservation studies","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public relations; Sexual orientation; Cataloging; Ethnic group; Internet privacy; Sociology; World Wide Web; Political science; Computer science; Gender studies","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003173557,0.000132577,0.0002501448,0.0006228344,0.001853336,0.000197983,0.0002011348,0.0001249004,0.0004005329],"category_scores_gemma":[0.00347502,0.000144843,0.00003902951,0.001569095,0.0002832836,0.001646492,0.0003195072,0.000294226,0.000005410519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003095988,"about_ca_system_score_gemma":0.0004892701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001840639,"about_ca_topic_score_gemma":0.002650316,"domain_scores_codex":[0.9980276,0.000513158,0.0006417777,0.0002185201,0.0004212534,0.000177713],"domain_scores_gemma":[0.9969642,0.001255803,0.0003380528,0.0001219251,0.001251159,0.00006889717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004435053,0.0002183516,0.02738224,0.00007007522,0.00003672306,1.350878e-7,0.5361214,0.00007106792,0.00008078399,0.418157,0.01086709,0.006950751],"study_design_scores_gemma":[0.001654018,0.0001273775,0.124165,0.0002088459,0.00006336717,0.000003167947,0.4960441,0.007183189,0.0002794643,0.04758569,0.3221713,0.0005145546],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7963302,0.003027235,0.0004852271,0.01707598,0.0009332323,0.002031632,0.00005771184,0.0001125063,0.1799463],"genre_scores_gemma":[0.9935724,0.0004791547,0.0002892013,0.0001843782,0.00006799088,0.0005909358,0.000168983,0.000007616314,0.004639366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3705713,"threshold_uncertainty_score":0.9994461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1153511636490012,"score_gpt":0.4678022021330678,"score_spread":0.3524510384840666,"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."}}