{"id":"W6931029549","doi":"10.5281/zenodo.3583824","title":"Diversity and the Digital Humanities","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Diversity (politics); Digital humanities; Context (archaeology); Field (mathematics); Work (physics)","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.000919057,0.0003012263,0.0001893002,0.0008615088,0.00314654,0.004403463,0.0003348604,0.001390808,0.018688],"category_scores_gemma":[0.001518313,0.0002268551,0.0002106289,0.0008692013,0.004820972,0.00490119,0.002932582,0.003009327,0.001313944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002568128,"about_ca_system_score_gemma":0.001495142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00555306,"about_ca_topic_score_gemma":0.01489354,"domain_scores_codex":[0.9996006,0.0001779667,0.00001053921,0.00005011689,0.00007611553,0.0000846965],"domain_scores_gemma":[0.9989846,0.0005695496,0.00003398974,0.00004954797,0.00006674667,0.0002956178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004844517,0.00005032247,0.001804164,0.0001951663,0.00001370634,0.0002770126,0.006058665,0.0002765033,0.0004488634,0.2492387,0.6451646,0.09642389],"study_design_scores_gemma":[0.000005873024,0.00002663034,0.003285876,0.0003158093,0.000005518727,0.0002004401,0.005325946,0.00008390136,0.0002067469,0.03787149,0.9526604,0.00001141128],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01196361,0.1311203,0.001807238,0.5145576,0.01538403,0.00002475985,0.0002263932,0.0000710575,0.324845],"genre_scores_gemma":[0.3854543,0.08868553,0.001605574,0.02873083,0.01233417,0.00006618817,0.0001698763,0.00009624685,0.4828573],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9968535,"threshold_uncertainty_score":0.06251758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0221026894606509,"score_gpt":0.1746824067865216,"score_spread":0.1525797173258707,"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."}}