{"id":"W4200221972","doi":"10.17723/0360-9081-84.2.223","title":"Writing as an Act of Community","year":2021,"lang":"en","type":"article","venue":"The American Archivist","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04185936,0.001620635,0.001378485,0.003476595,0.03707501,0.04308826,0.00367974,0.007942993,0.02025497],"category_scores_gemma":[0.1146275,0.001023549,0.0009537765,0.003866001,0.0669345,0.03908797,0.0321494,0.02208049,0.01288899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005818227,"about_ca_system_score_gemma":0.01661276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003544723,"about_ca_topic_score_gemma":0.004521827,"domain_scores_codex":[0.885572,0.07735699,0.003984079,0.0100314,0.01896036,0.004095153],"domain_scores_gemma":[0.8562272,0.05464619,0.01092721,0.03124358,0.02832252,0.01863331],"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":[0.00003975768,0.00007613492,0.0005301808,0.0002499107,0.00002848011,0.0003092636,0.3022262,0.0001120047,0.0005664019,0.3960896,0.2490791,0.05069302],"study_design_scores_gemma":[0.00001053783,0.00002138555,0.0001076985,0.0003187476,0.000006322889,0.0001970256,0.0322088,0.00009021119,0.0001170803,0.04932764,0.9175626,0.00003181959],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0151644,0.008286742,0.03048125,0.254965,0.02620688,0.0004609096,0.0001775761,0.001300327,0.6629569],"genre_scores_gemma":[0.4970747,0.005620496,0.02878334,0.0628844,0.01907732,0.001202008,0.0003785093,0.002563435,0.3824157],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04308826,"threshold_uncertainty_score":0.2213761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04094469339527292,"score_gpt":0.2567319919395343,"score_spread":0.2157872985442613,"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."}}