{"id":"W4389377940","doi":"10.32920/24756813.v1","title":"Humanities Research Software Design: The Wilde Trials Web App","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Computational and Text Analysis Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Newspaper; Software; Web application; Media studies; Political science; World Wide Web; Sociology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01375025,0.0006185071,0.0005518771,0.002523553,0.001340105,0.004185353,0.001575998,0.001126954,0.09168811],"category_scores_gemma":[0.0449902,0.0008375607,0.0008007792,0.001813537,0.001877656,0.004251647,0.004181789,0.001647784,0.03121837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008776338,"about_ca_system_score_gemma":0.002554507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001183957,"about_ca_topic_score_gemma":0.003037522,"domain_scores_codex":[0.9924036,0.004977528,0.000550256,0.000900079,0.001031239,0.0001372809],"domain_scores_gemma":[0.9431568,0.04392963,0.001277017,0.006384971,0.003870522,0.001381087],"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":[0.0004595119,0.0003436079,0.003306804,0.001671834,0.0001472612,0.0006114363,0.007557838,0.001738447,0.002979397,0.07373178,0.4898694,0.4175827],"study_design_scores_gemma":[0.0004688016,0.0001884,0.003335996,0.0005953948,0.00004834162,0.0004237039,0.001991495,0.008071525,0.002977176,0.1060081,0.8757988,0.00009236384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.01204576,0.001069908,0.7173107,0.0142098,0.001521244,0.007494394,0.02340385,0.0759638,0.1469806],"genre_scores_gemma":[0.06929969,0.001025313,0.8017419,0.003828582,0.0007072988,0.02009582,0.01160644,0.01331459,0.07838031],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.09168811,"threshold_uncertainty_score":0.3067273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.80380319332485,"score_gpt":0.5853401012347249,"score_spread":0.218463092090125,"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."}}