{"id":"W3171264961","doi":"10.29173/cais1200","title":"Ethical accountability and high-stakes recordkeeping: Discussions from the Sex Work Activist Histories Project","year":2021,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Alberta","funders":"","keywords":"Accountability; Work (physics); Indigenous; Public relations; Sex work; Sociology; Political science; Engineering; Medicine; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.1177469,0.0009635542,0.0009156587,0.002479364,0.05447236,0.02109816,0.004412356,0.01049453,0.004976264],"category_scores_gemma":[0.1092054,0.001420585,0.000508646,0.002408343,0.05089609,0.01768144,0.025426,0.02102769,0.0005688751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01064923,"about_ca_system_score_gemma":0.02028057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009562971,"about_ca_topic_score_gemma":0.01838416,"domain_scores_codex":[0.8708807,0.1124522,0.001695535,0.002646116,0.005811917,0.006513522],"domain_scores_gemma":[0.8278734,0.1478145,0.004741973,0.003558588,0.004241323,0.01177021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001207844,0.00003248263,0.0005716289,0.00005090836,0.000002683722,0.0003715721,0.9849927,0.00001576433,0.0001309294,0.008212734,0.001741234,0.003865288],"study_design_scores_gemma":[0.000005552294,0.00002311808,0.0004676512,0.0001349463,0.000002899158,0.000157134,0.9609168,0.00003472981,0.0002154038,0.002132782,0.03589705,0.00001207062],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6556637,0.00385124,0.008120266,0.2659048,0.0016285,0.0006962771,0.0001374873,0.00008019747,0.06391761],"genre_scores_gemma":[0.9722992,0.002038992,0.002112164,0.01120475,0.0004254582,0.0007002963,0.00004441485,0.000111325,0.0110633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.990437,"threshold_uncertainty_score":0.6227125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03567777405939801,"score_gpt":0.3016153919778305,"score_spread":0.2659376179184325,"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."}}