{"id":"W4323346406","doi":"10.5281/zenodo.7706067","title":"2020 - 2021 Annual Report","year":2021,"lang":"en","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Library Science and Information","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of North Carolina at Chapel Hill; University of California, Los Angeles; University of California, Irvine; University of Denver; Vassar College; University of Texas at Arlington; West Virginia University; University of North Texas; University of Oxford; University of South Florida; University of Nebraska-Lincoln; University of Miami; University of Rochester; University of Louisville; University of Wyoming; University of Cincinnati; University of Pittsburgh; University of Oregon; University of South Carolina; Wayne State University; Wellesley College; University of Minnesota; University of Ottawa; University of Oklahoma; University of Washington; University of Illinois at Urbana-Champaign; Villanova University; Wake Forest University; Virginia Commonwealth University; University of Wisconsin-Madison; University of North Carolina at Greensboro; University of Pennsylvania; University of Notre Dame; University of Massachusetts Amherst; Williams College; University of Southern California; University of California, San Diego; University of Toronto; Yale University","keywords":"Geography","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":[0.003219187,0.001469155,0.0007208133,0.002739752,0.001121004,0.003384991,0.001666536,0.00215003,0.196364],"category_scores_gemma":[0.004084771,0.000499159,0.0007706966,0.002383976,0.0002564247,0.001825657,0.001518896,0.001498293,0.2390877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004366524,"about_ca_system_score_gemma":0.02098218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08327071,"about_ca_topic_score_gemma":0.08763732,"domain_scores_codex":[0.9974728,0.0001495874,0.0001093448,0.0001524472,0.001722167,0.0003936125],"domain_scores_gemma":[0.9949751,0.0001957325,0.000169028,0.0001691586,0.003609791,0.000881264],"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":[0.0001559749,0.00007239396,0.0005945069,0.0001896547,0.000008175954,0.00002402006,0.00001457471,0.0001873213,0.0003832052,0.001174808,0.9772865,0.01990897],"study_design_scores_gemma":[0.00002487152,0.0000417376,0.003911285,0.00007312007,0.00001064589,0.00001995706,0.00003419312,0.0001175389,0.0006318846,0.0002914409,0.9948334,0.000009871201],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003316518,0.003621588,0.002381196,0.005804667,0.009949095,0.001549628,0.4267893,0.001887559,0.5447004],"genre_scores_gemma":[0.004743689,0.002285687,0.002080115,0.001308317,0.0005052923,0.001078361,0.1951011,0.0006974796,0.7921999],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.196364,"threshold_uncertainty_score":0.656903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03617970016616127,"score_gpt":0.255273203717034,"score_spread":0.2190935035508728,"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."}}