{"id":"W7133042855","doi":"","title":"Prototyping Liberatory Futures: Using Digital Humanities to Support Students at Historically Black Colleges and Universities","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Digital humanities; Historically black colleges and universities; Institution; Argument (complex analysis); Work (physics); Qualitative research","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01519922,0.0004070656,0.0002730805,0.001578518,0.02517804,0.01299653,0.00210784,0.002239855,0.01653388],"category_scores_gemma":[0.01340658,0.0003183101,0.0002987846,0.0008510509,0.01497197,0.009141406,0.02204572,0.004934404,0.001819368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006869094,"about_ca_system_score_gemma":0.02479313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006399608,"about_ca_topic_score_gemma":0.02400192,"domain_scores_codex":[0.9901642,0.007260774,0.00009300417,0.00030694,0.0007449553,0.001430144],"domain_scores_gemma":[0.9887522,0.003968392,0.000581165,0.0005896896,0.000822657,0.005285992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005418364,0.000544021,0.006152254,0.000169897,0.000009009306,0.0008131946,0.8252066,0.0002023049,0.00136893,0.07020347,0.01072352,0.08455265],"study_design_scores_gemma":[0.00001475816,0.0001059222,0.0008317679,0.0001846089,0.000005752538,0.0001235844,0.8456988,0.0002558564,0.0006416386,0.01031832,0.1418046,0.00001434342],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7323686,0.0007228865,0.01276873,0.05716879,0.0004310797,0.0003866702,0.00004389367,0.0002077397,0.1959015],"genre_scores_gemma":[0.9652011,0.0006569296,0.009617163,0.003053905,0.00004210751,0.0001661243,0.00002910595,0.00006465508,0.02116888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9870034,"threshold_uncertainty_score":0.08038217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04980696941972469,"score_gpt":0.3129872989324943,"score_spread":0.2631803295127697,"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."}}