{"id":"W4252980591","doi":"10.1086/707537","title":"News, Programs, Publications, and Awards","year":2020,"lang":"en","type":"article","venue":"The Papers of the Bibliographical Society of America","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Computer science; Information retrieval; World Wide Web; Political science","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":[0.00332735,0.001580247,0.001202011,0.007004037,0.003948569,0.0164519,0.001629596,0.002996884,0.5676213],"category_scores_gemma":[0.01437257,0.0008687161,0.0007708626,0.007943763,0.0007118321,0.006715466,0.005273549,0.004098921,0.5803427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002143053,"about_ca_system_score_gemma":0.007280618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003209009,"about_ca_topic_score_gemma":0.007522936,"domain_scores_codex":[0.9942905,0.0003284099,0.0002258103,0.0003073215,0.004092934,0.0007550818],"domain_scores_gemma":[0.9897455,0.0005461529,0.0004277317,0.0007366215,0.004728268,0.003815637],"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":[0.00001577293,0.00002690876,0.00006740809,0.00008141731,0.0000012742,0.00002164482,0.00002372121,0.00000949134,0.00006287758,0.0008365349,0.9636254,0.03522754],"study_design_scores_gemma":[0.000006809806,0.000009658032,0.0002524593,0.0000454848,0.000001343265,0.00001600316,0.00005639111,0.00001138157,0.0000372537,0.0002082641,0.9993492,0.000005843798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007929564,0.004304972,0.0005136378,0.0128552,0.06830002,0.0003663743,0.00552044,0.001735155,0.9056112],"genre_scores_gemma":[0.001299382,0.002656914,0.0002796807,0.001400526,0.007686445,0.0001268862,0.002152658,0.0004531395,0.9839443],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4323787,"threshold_uncertainty_score":0.6167357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04459360267927612,"score_gpt":0.2265689979567082,"score_spread":0.1819753952774321,"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."}}