{"id":"W4323346437","doi":"10.5281/zenodo.7706053","title":"2015 - 2016 Annual Report","year":2016,"lang":"en","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Colorado Boulder; Victoria University; St. Thomas University; Vassar College; University of Denver; West Virginia University; University of North Texas; University of South Florida; University of Nebraska-Lincoln; University of Missouri; University of Rochester; University of Wyoming; University of St. Thomas; University of Cincinnati; University of Pittsburgh; Virginia Polytechnic Institute and State University; University of Oregon; University of South Carolina; Wellesley College; University of Minnesota; University of Ottawa; University of Oklahoma; University of Washington; University of Illinois at Urbana-Champaign; H. Lee Moffitt Cancer Center and Research Institute; Villanova University; University of Wisconsin-Madison; University of Pennsylvania; University of Toronto; Yale University; Vanderbilt University; University of Notre Dame; Williams College; University of Southern California","keywords":"Environmental science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003796646,0.00125337,0.000920311,0.005485337,0.001099694,0.005276712,0.001930529,0.001560058,0.1766604],"category_scores_gemma":[0.01032557,0.0005158529,0.0009264338,0.006628068,0.0003654207,0.00326723,0.003088504,0.001469468,0.2057139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006055544,"about_ca_system_score_gemma":0.02549261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07792452,"about_ca_topic_score_gemma":0.08538982,"domain_scores_codex":[0.9951167,0.0002358733,0.000452594,0.0004101113,0.003172165,0.000612476],"domain_scores_gemma":[0.9876257,0.0002971251,0.0006147472,0.0005754778,0.009492056,0.001394917],"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":[0.00005428932,0.00002666317,0.0009697673,0.0002122365,0.000007590529,0.00001752417,0.0000283624,0.0001066628,0.0001064111,0.001528396,0.9752334,0.02170857],"study_design_scores_gemma":[0.000004554284,0.000006164919,0.002991529,0.0001160407,0.000006524587,0.0000110471,0.00003913263,0.00003244234,0.0001454493,0.0001984421,0.9964435,0.00000525115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.002326193,0.006379436,0.001821643,0.01183414,0.01622595,0.0009838482,0.5483244,0.00164138,0.410463],"genre_scores_gemma":[0.006373898,0.006007419,0.001835529,0.001345668,0.00137028,0.0007525771,0.2865812,0.0008199611,0.6949135],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1766604,"threshold_uncertainty_score":0.5909879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04106444182900734,"score_gpt":0.2601152818254185,"score_spread":0.2190508399964111,"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."}}