{"id":"W7097103770","doi":"","title":"Implementing and Evaluating","year":2016,"lang":"en","type":"article","venue":"","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Institution; Government (linguistics); Work (physics); Data access; Data exchange; Information system; Resource (disambiguation)","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":[0.04331098,0.0007946236,0.0006878168,0.002848604,0.004048881,0.01598763,0.003923032,0.00272631,0.042282],"category_scores_gemma":[0.1202062,0.0003782432,0.0006296788,0.002724506,0.003089394,0.0138427,0.005648073,0.001710906,0.008743942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009605541,"about_ca_system_score_gemma":0.02753921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01887089,"about_ca_topic_score_gemma":0.0185508,"domain_scores_codex":[0.9563682,0.01854914,0.002166542,0.003928814,0.01487239,0.004114924],"domain_scores_gemma":[0.924782,0.02301089,0.004912164,0.01842577,0.02347461,0.005394539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003011485,0.000731586,0.02540019,0.000405255,0.00005658978,0.0002985699,0.004100217,0.00802496,0.001721233,0.2260676,0.04153403,0.6913586],"study_design_scores_gemma":[0.0001978197,0.001287373,0.02169262,0.001581037,0.0001954189,0.0004832293,0.02608234,0.03596692,0.01227222,0.1401314,0.759937,0.000172742],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09990685,0.001478074,0.1724567,0.02422238,0.001271898,0.00355967,0.0009763835,0.004065755,0.6920623],"genre_scores_gemma":[0.6791919,0.001662776,0.1885386,0.00313829,0.0002982052,0.001431632,0.002171796,0.001223607,0.1223431],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.957718,"threshold_uncertainty_score":0.2290531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2180236238837623,"score_gpt":0.4639804193996657,"score_spread":0.2459567955159034,"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."}}