{"id":"W7099413002","doi":"","title":"XML File Format with jUCMNav","year":2010,"lang":"en","type":"article","venue":"","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"XML; File format; Enthusiasm; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002764958,0.001933774,0.001432019,0.00414711,0.001505819,0.006114592,0.003242618,0.002723091,0.4552444],"category_scores_gemma":[0.01322212,0.001438216,0.001160619,0.004954827,0.0007671012,0.006708301,0.004159071,0.00263998,0.4263808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001212782,"about_ca_system_score_gemma":0.002178585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005249677,"about_ca_topic_score_gemma":0.003375937,"domain_scores_codex":[0.9981598,0.0003423622,0.0003795402,0.0003971191,0.0005236341,0.000197447],"domain_scores_gemma":[0.9933228,0.002401382,0.0004051282,0.001642109,0.001856284,0.0003724056],"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":[0.0003246429,0.00006267775,0.0004571362,0.0008759691,0.00002242207,0.0002436853,0.0003297082,0.0004415862,0.001154316,0.006783962,0.947543,0.04176079],"study_design_scores_gemma":[0.00006247051,0.00003161272,0.0005511485,0.0002939421,0.00001109161,0.0002078698,0.0001483018,0.0009055567,0.001655699,0.005442494,0.9906379,0.00005189919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.001239764,0.0003888698,0.0748992,0.001748821,0.001854593,0.0009929234,0.6738824,0.1409372,0.1040562],"genre_scores_gemma":[0.008919519,0.0006474274,0.05273074,0.001384693,0.0005339207,0.001437056,0.7998869,0.04855025,0.08590953],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.4552444,"threshold_uncertainty_score":0.7770277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0225218079496631,"score_gpt":0.1868747936370106,"score_spread":0.1643529856873475,"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."}}