{"id":"W4256224392","doi":"10.1515/9781501747946-001","title":"Acknowledgments","year":2019,"lang":"en","type":"book-chapter","venue":"Cornell University Press eBooks","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; National Endowment for the Humanities","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005243792,0.0003438879,0.0003369459,0.0001047762,0.0002483473,0.0003766275,0.0005588309,0.0001839311,0.003511795],"category_scores_gemma":[0.000002782219,0.0003776891,0.0002494876,9.494212e-7,0.0003615651,0.0002415066,0.00033478,0.0004120681,0.001020919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001146642,"about_ca_system_score_gemma":0.00006514706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004455234,"about_ca_topic_score_gemma":0.0001487881,"domain_scores_codex":[0.998993,0.00001276974,0.0001585235,0.0004066353,0.0001759505,0.0002531475],"domain_scores_gemma":[0.9990131,0.00004538528,0.0001623458,0.0004790301,0.0001946926,0.0001054526],"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":[0.0000406079,0.00001055442,7.40187e-7,0.00007202454,0.0001035171,0.00006233097,0.001646657,8.139764e-7,2.614238e-7,0.9697344,0.02732023,0.001007861],"study_design_scores_gemma":[0.000315647,0.0000739258,8.731773e-7,0.0001489738,0.0001141217,0.000001358862,0.0002462196,0.000005717165,0.000003629578,0.008713369,0.9899431,0.000433101],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001168628,0.0001248812,0.000003249477,0.000001707657,0.001058428,0.0002929185,0.0003308396,0.0001352034,0.9979359],"genre_scores_gemma":[0.009230065,0.00002937305,0.000001820279,0.00009650846,0.0004288533,2.351261e-7,0.0000725771,0.00005791967,0.9900826],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9626228,"threshold_uncertainty_score":0.9998675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0969223084058672,"score_gpt":0.1848598175885941,"score_spread":0.08793750918272687,"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."}}