{"id":"W3196707351","doi":"10.3138/seminar.57.3.forum002","title":"DDGC and Digital Misfit Archives","year":2021,"lang":"en","type":"article","venue":"Seminar A Journal of Germanic Studies","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"German; Diversity (politics); Perspective (graphical); Digital Archives; Sociology; Media studies; Curriculum; Library science; Political science; Visual arts; History; Pedagogy; Computer science; Art; Anthropology","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":[0.004368382,0.0002715766,0.0002850047,0.003547695,0.00893885,0.0184824,0.001048147,0.002980771,0.01676953],"category_scores_gemma":[0.009078905,0.0002352554,0.000195903,0.006208496,0.02005957,0.01360666,0.01369791,0.002735182,0.001260315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00962384,"about_ca_system_score_gemma":0.007550799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007921137,"about_ca_topic_score_gemma":0.01306746,"domain_scores_codex":[0.9954693,0.002080913,0.0002689182,0.0003378031,0.001160959,0.0006821084],"domain_scores_gemma":[0.9930136,0.002716786,0.0009973625,0.001263007,0.0007776525,0.001231757],"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":[0.000009460787,0.00001103559,0.0009391676,0.00008972771,0.000003686176,0.0001294329,0.01586513,0.000135457,0.00005872121,0.9503312,0.01536384,0.01706306],"study_design_scores_gemma":[0.000006841661,0.00001560359,0.001781961,0.0003079845,0.000006553547,0.0003151806,0.03637667,0.0001870133,0.0003199843,0.09077525,0.8698871,0.00001994835],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1243049,0.02713416,0.006415437,0.1713534,0.002821155,0.0000776034,0.0003263732,0.0003206709,0.6672463],"genre_scores_gemma":[0.928722,0.005726135,0.00176756,0.005196404,0.000746759,0.00003790786,0.000108557,0.0001038998,0.05759073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0184824,"threshold_uncertainty_score":0.06982619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02856451925124628,"score_gpt":0.3755000914832539,"score_spread":0.3469355722320076,"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."}}