{"id":"W7165385573","doi":"10.5281/zenodo.20754716","title":"Now What?: The Digital Medievalist Project and the Discovery of Best Practice","year":2004,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Best practice; Medieval studies; Middle Ages; Electronic publishing; Medieval literature; Code (set theory)","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03810957,0.0004642413,0.000770762,0.002645541,0.01719819,0.02120309,0.002413238,0.005622155,0.006234771],"category_scores_gemma":[0.03094531,0.0005707668,0.0003545391,0.003506979,0.07973165,0.01775786,0.02095137,0.007452706,0.0006760284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01411838,"about_ca_system_score_gemma":0.012955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00452093,"about_ca_topic_score_gemma":0.007763908,"domain_scores_codex":[0.9797172,0.01530039,0.0004059161,0.001129403,0.002289443,0.001157546],"domain_scores_gemma":[0.9716396,0.01998428,0.000866587,0.003143793,0.001007633,0.003358056],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004824749,0.00004621822,0.0002331645,0.0001535046,0.00001094939,0.0001814123,0.1719143,0.0001589575,0.0001491883,0.7574221,0.03072461,0.03895723],"study_design_scores_gemma":[0.0000570106,0.00004571517,0.0008166127,0.0008556783,0.00001193299,0.0002152114,0.1870507,0.0002803915,0.0005920487,0.2953538,0.5146925,0.00002846085],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1024209,0.06038862,0.01668134,0.5361563,0.005158626,0.0001672043,0.0001559894,0.0002090251,0.278662],"genre_scores_gemma":[0.9149433,0.01533675,0.0176024,0.01046296,0.001015697,0.0003134299,0.0001258783,0.0002093627,0.03999028],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9618904,"threshold_uncertainty_score":0.2015451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03298835076687606,"score_gpt":0.2386652968317444,"score_spread":0.2056769460648683,"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."}}