{"id":"W6999718973","doi":"","title":"Deliberate bias in Knowledge Organization? Powerpoint presentation from 10th International ISKO Conference, Montréal, 2008.&#13;\\nThursday, August 7, 2008","year":2008,"lang":"en","type":"other","venue":"UA Campus Repository (The University of Arizona)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Data collection; Gender bias; MEDLINE","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002039057,0.0007092059,0.0008308613,0.001224573,0.0004564049,0.0001014881,0.001598621,0.0007290622,0.0052122],"category_scores_gemma":[0.0001435665,0.0007586494,0.0002471491,0.001060585,0.000969044,0.0004136816,0.0005520036,0.0007579645,0.002265012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008427311,"about_ca_system_score_gemma":0.0009487617,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04544434,"about_ca_topic_score_gemma":0.02392953,"domain_scores_codex":[0.9962378,0.0006467504,0.0006303811,0.001048836,0.000957285,0.0004789506],"domain_scores_gemma":[0.9960508,0.0002256129,0.001473614,0.001055476,0.0009714676,0.0002229832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002331974,0.0005761077,0.02109939,0.00003702547,0.0007309013,0.0004295385,0.004622175,0.0006303067,0.001335091,0.0001406095,0.9698858,0.0002798331],"study_design_scores_gemma":[0.004451545,0.0001479666,0.04421191,0.0008487533,0.000478149,0.0001685291,0.002960499,0.002921443,0.001163065,0.0001002404,0.9411036,0.001444339],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04459336,0.003333915,0.001748961,0.0003974864,0.003914248,0.001888198,0.001448205,0.0008629521,0.9418127],"genre_scores_gemma":[0.1093883,0.001708003,0.001156165,0.00004317033,0.00070679,0.000003209662,0.002351233,0.0008557136,0.8837874],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06479495,"threshold_uncertainty_score":0.9994864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330909611005165,"score_gpt":0.208798807729927,"score_spread":0.1954897116198753,"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."}}