{"id":"W7082155540","doi":"10.5281/zenodo.17153822","title":"Linking Your *-ographies: Developing project-specific TEI Authority File Lookups for LEAF-Writer","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Guelph","funders":"","keywords":"XML; Markup language; Focus (optics); Component (thermodynamics); Linked data; Metadata; Encoder; SGML","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006943697,0.002512571,0.001544456,0.00466755,0.002212147,0.007024037,0.004339971,0.002102718,0.1343078],"category_scores_gemma":[0.03518879,0.002635389,0.002220324,0.004249096,0.001154072,0.01315996,0.0112729,0.002890669,0.1371116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001922761,"about_ca_system_score_gemma":0.003102964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005956372,"about_ca_topic_score_gemma":0.01150074,"domain_scores_codex":[0.9968511,0.0004663864,0.0004446752,0.0008261202,0.001080053,0.0003315768],"domain_scores_gemma":[0.9888642,0.00341738,0.0005841037,0.004157282,0.002046692,0.0009304276],"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":[0.0006395671,0.0001629698,0.002999897,0.0009101045,0.0001042797,0.0006461053,0.001495869,0.001224647,0.005573512,0.01701473,0.7736318,0.1955967],"study_design_scores_gemma":[0.0002425132,0.0001116677,0.00237327,0.0004918811,0.00007322255,0.0005963847,0.001567053,0.02438713,0.01715215,0.02952289,0.9232219,0.0002598843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"methods","genre_scores_codex":[0.00247078,0.0004062934,0.2475489,0.0005466394,0.0007925685,0.0004317516,0.02813393,0.6930389,0.02663008],"genre_scores_gemma":[0.03869008,0.0009440227,0.3848374,0.0007698447,0.0002810562,0.00138956,0.1395209,0.3855823,0.04798481],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1343078,"threshold_uncertainty_score":0.4493045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0578809883509729,"score_gpt":0.2701363281634459,"score_spread":0.212255339812473,"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."}}