{"id":"W2619277705","doi":"10.16995/dm.39","title":"New Textual Traditions from Community Transcription","year":2012,"lang":"en","type":"article","venue":"Digital Medievalist","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transcription (linguistics); USable; World Wide Web; Privilege (computing); Publishing; Computer science; Art; Literature; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001322591,0.0001909295,0.0001837541,0.00005863517,0.000574227,0.001478915,0.0002650412,0.00004708976,0.005062436],"category_scores_gemma":[0.00004875365,0.0001732372,0.0001460264,0.00002786312,0.0002645784,0.003832858,0.00002299652,0.0003456553,0.0006104654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004974062,"about_ca_system_score_gemma":0.00002303855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001065599,"about_ca_topic_score_gemma":0.001268797,"domain_scores_codex":[0.9989297,0.00004815058,0.0002588055,0.0001117335,0.0002879954,0.0003636545],"domain_scores_gemma":[0.9991473,0.0001666028,0.00005451454,0.0002667164,0.00005383846,0.0003110477],"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":[0.00005051519,0.0006228013,0.0005989327,0.00002272169,0.00009650358,0.000003359546,0.1662241,3.404997e-7,0.0000545459,0.7146972,0.08119287,0.03643603],"study_design_scores_gemma":[0.0003914429,0.0001081502,0.002286794,0.00004108516,0.00004029823,0.000003987502,0.03523916,0.00000224317,0.00005136815,0.02231457,0.9392083,0.0003125417],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2980159,0.0002130979,0.00008347634,0.0001953942,0.001067534,0.0001033925,0.001681526,0.0001721974,0.6984675],"genre_scores_gemma":[0.9742851,0.000004559342,0.00002279703,0.0004342265,0.002647953,0.000008939668,0.001420902,0.00002774142,0.02114775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8580155,"threshold_uncertainty_score":0.9995577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106289445761981,"score_gpt":0.2483213288837559,"score_spread":0.1420318831217749,"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."}}