{"id":"W4392284309","doi":"10.59350/7cwd5-abb31","title":"The Metadata Game","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metadata; Presentation (obstetrics); Computer science; World Wide Web; Process (computing); Natural (archaeology); Multimedia; History; Archaeology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001841093,0.0008850907,0.0004735217,0.0009811153,0.004862696,0.008055946,0.001475971,0.001824976,0.1090045],"category_scores_gemma":[0.007209239,0.0004743754,0.0007027535,0.0009865998,0.001749688,0.009345365,0.006890287,0.003011252,0.03538246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002124094,"about_ca_system_score_gemma":0.001853305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00755165,"about_ca_topic_score_gemma":0.02055815,"domain_scores_codex":[0.9984788,0.0004632907,0.00006333373,0.0002554748,0.0004626545,0.0002764599],"domain_scores_gemma":[0.9976401,0.0006537359,0.0000607992,0.0002964133,0.0003271479,0.001021826],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000242257,0.0001714382,0.0005955951,0.0001136437,0.00001272009,0.0001717118,0.002275509,0.0003421259,0.0009502736,0.1338639,0.7923318,0.06892902],"study_design_scores_gemma":[0.0000158267,0.00002428526,0.0002609741,0.00004257361,0.000002166667,0.0000582777,0.000773458,0.0003237781,0.000256752,0.01445444,0.9837756,0.00001187875],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01923614,0.003889828,0.04900381,0.05162513,0.01052185,0.0004040545,0.005735417,0.008718103,0.8508657],"genre_scores_gemma":[0.1333113,0.002650434,0.04476953,0.009512857,0.001809176,0.0008375082,0.009528455,0.00362221,0.7939585],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9981589,"threshold_uncertainty_score":0.3646564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1679301904963519,"score_gpt":0.3941824216914065,"score_spread":0.2262522311950546,"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."}}