{"id":"W3197918403","doi":"10.3138/seminar.57.3.forum001","title":"We Are All Curators Now","year":2021,"lang":"en","type":"article","venue":"Seminar A Journal of Germanic Studies","topic":"Digital Games and Media","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Digital curation; Data curation; Natural (archaeology); Computer science; Work (physics); Data science; World Wide Web; Sociology; Knowledge management; Engineering; History","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":[0.009678571,0.001358321,0.001250864,0.002636943,0.009605043,0.01851573,0.002284337,0.007047259,0.09907182],"category_scores_gemma":[0.04120771,0.0009637456,0.0009815814,0.002123994,0.01425397,0.03492451,0.01126667,0.01091428,0.08537883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003443378,"about_ca_system_score_gemma":0.007810185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005811796,"about_ca_topic_score_gemma":0.009440191,"domain_scores_codex":[0.9853685,0.00398415,0.0008358642,0.003153549,0.005281829,0.001376056],"domain_scores_gemma":[0.9518547,0.008245408,0.002542728,0.01165757,0.01762241,0.008077153],"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":[0.00006045235,0.00004854112,0.001025022,0.0004142704,0.00003344165,0.0002310391,0.01366231,0.0000768384,0.001656242,0.09976511,0.7869316,0.09609511],"study_design_scores_gemma":[0.000001689019,0.000003397462,0.00008272243,0.00007087808,0.000003712046,0.00006732986,0.001011178,0.000007907356,0.00009616591,0.005046662,0.9935985,0.000009995453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006108865,0.03845061,0.03393617,0.5443955,0.06848361,0.0002040998,0.001159596,0.004434683,0.3028268],"genre_scores_gemma":[0.06428263,0.01487244,0.02580863,0.131706,0.01049198,0.000282613,0.00130392,0.003224525,0.7480274],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09907182,"threshold_uncertainty_score":0.3314282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05657694175884995,"score_gpt":0.3665163672279199,"score_spread":0.3099394254690699,"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."}}