{"id":"W4417083758","doi":"10.59350/ny3qz-8d629","title":"PKP Newsletter – April 2013","year":2013,"lang":"","type":"article","venue":"","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Spring (device); Sustainability; Public access; Time line","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":["insufficient_payload"],"category_scores_codex":[0.002513719,0.0008163506,0.0006083148,0.002110977,0.0028927,0.009901494,0.001279138,0.002880482,0.3930888],"category_scores_gemma":[0.007786127,0.0005170938,0.000487344,0.002139837,0.0005801509,0.003374182,0.00283916,0.003466796,0.3604444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002539227,"about_ca_system_score_gemma":0.004571414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005650422,"about_ca_topic_score_gemma":0.00982214,"domain_scores_codex":[0.9976318,0.0001734892,0.0001121806,0.000217064,0.001634684,0.0002308414],"domain_scores_gemma":[0.9948801,0.000660935,0.0002656686,0.0003637089,0.002630058,0.001199523],"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":[0.00001195989,0.0000165018,0.00002877748,0.00002234574,6.005503e-7,0.00001460808,0.000009491525,0.000006408992,0.00004381593,0.0004258629,0.9880933,0.01132624],"study_design_scores_gemma":[0.000002575393,0.000005281179,0.0001688883,0.00002259183,5.694031e-7,0.00001432767,0.00002298509,0.00001254305,0.00005154447,0.0001459795,0.9995504,0.000002287389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009348884,0.003639874,0.001709661,0.05529208,0.05601335,0.0002960173,0.00788564,0.003615189,0.8706133],"genre_scores_gemma":[0.001675326,0.001788512,0.0006065005,0.007504586,0.007182785,0.0001123827,0.004907342,0.0006997162,0.975523],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6069112,"threshold_uncertainty_score":0.8656851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08773421289719101,"score_gpt":0.3328182090864872,"score_spread":0.2450839961892962,"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."}}