{"id":"W6931910681","doi":"10.5683/sp3/skdjyu","title":"DLI Beyond 20/20 Web Data Server (WDS)","year":2015,"lang":"en","type":"dataset","venue":"Borealis","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Statistics Canada","funders":"","keywords":"Web server; Web log analysis software; Web service; Data Web; Web API; Web page; Variety (cybernetics); Web navigation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006040768,0.000604769,0.0008141717,0.0001040114,0.0001503936,0.00007847777,0.002635479,0.001015283,0.008018647],"category_scores_gemma":[0.00007014814,0.0004491533,0.0001412101,0.0002525586,0.0002715971,0.000117406,0.00120469,0.0008880115,0.002772749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000522068,"about_ca_system_score_gemma":0.00006274292,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03840093,"about_ca_topic_score_gemma":0.05843634,"domain_scores_codex":[0.9966205,0.0002628412,0.0005623473,0.001305191,0.0005409296,0.0007081939],"domain_scores_gemma":[0.995077,0.00009494393,0.0002931308,0.004073246,0.0001403795,0.0003212679],"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":[0.00009724798,0.0004361368,0.0002213987,0.00002506111,0.0001984692,0.0003056721,0.00004858847,4.58023e-8,8.156462e-7,0.00006285291,0.9955851,0.003018563],"study_design_scores_gemma":[0.0007013038,0.0001977257,0.003101659,0.00002798531,0.0003304167,0.00003463077,0.00007080339,2.347402e-7,1.215635e-7,0.0004140602,0.9945316,0.0005894495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005502112,0.003106624,4.268436e-7,0.001420069,0.002113198,0.0003597143,0.9646762,0.0001208371,0.02814791],"genre_scores_gemma":[0.000008995722,0.0004640155,0.00003302658,0.002241003,0.001437529,0.0001010076,0.990177,0.00004093337,0.005496427],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02550086,"threshold_uncertainty_score":0.999796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.32080671955189,"score_gpt":0.4010325489401864,"score_spread":0.08022582938829642,"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."}}