{"id":"W4309978759","doi":"10.18438/b8f30t","title":"Ingenta Research Award","year":2006,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Library science; World Wide Web; Data science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003686807,0.001143072,0.001300534,0.002248411,0.001907372,0.004794414,0.002453253,0.003965998,0.4050973],"category_scores_gemma":[0.009484073,0.0004154298,0.0009349167,0.001139747,0.0005894869,0.001833167,0.004259363,0.003632224,0.2382402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002596928,"about_ca_system_score_gemma":0.008592726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001956987,"about_ca_topic_score_gemma":0.005399005,"domain_scores_codex":[0.9965784,0.0003139776,0.0001463218,0.0004642276,0.001745932,0.0007510922],"domain_scores_gemma":[0.9839758,0.0004631556,0.0002570123,0.0006387387,0.005771003,0.008894329],"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":[0.0002188607,0.0001519934,0.0003843719,0.0001313284,0.00001942547,0.0003260315,0.00003925113,0.00008591487,0.0007418678,0.005901245,0.884113,0.1078867],"study_design_scores_gemma":[0.00005312089,0.00008354332,0.0007847686,0.00006359224,0.00001329606,0.0004095074,0.00005610508,0.0001038767,0.0003029303,0.001768682,0.9963486,0.00001204289],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.004861993,0.01399229,0.004274362,0.1174711,0.1924463,0.0008894783,0.005207644,0.001539205,0.6593176],"genre_scores_gemma":[0.01076592,0.006304184,0.002822674,0.009668615,0.01539191,0.0002082806,0.002900662,0.000330008,0.9516076],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4050973,"threshold_uncertainty_score":0.8485565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1184270089856965,"score_gpt":0.4339622644046517,"score_spread":0.3155352554189553,"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."}}