{"id":"W4254907388","doi":"10.1080/00987913.2016.1242979","title":"Reports of Conferences, Institutes, and Seminars","year":2016,"lang":"en","type":"article","venue":"Serials Review","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Southern Methodist University; University of Houston","keywords":"Column (typography); Quarter (Canadian coin); Library science; Computer science; World Wide Web; Business; Telecommunications; Geography; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.01029527,0.001985586,0.001386164,0.01634798,0.002841027,0.01553907,0.002293526,0.003109002,0.2336837],"category_scores_gemma":[0.02252347,0.0007494575,0.0010076,0.01501234,0.0006304134,0.004774284,0.004680238,0.003246155,0.1918766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00384802,"about_ca_system_score_gemma":0.01200576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004328028,"about_ca_topic_score_gemma":0.007773343,"domain_scores_codex":[0.9863268,0.001080811,0.0006891093,0.0009884411,0.009652345,0.001262426],"domain_scores_gemma":[0.9576346,0.002682056,0.00273074,0.001542685,0.02434574,0.01106413],"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":[0.00005738095,0.00006023373,0.0002322513,0.0005290526,0.000008843484,0.0000392658,0.00005666168,0.00004255772,0.0003481936,0.0006149644,0.9602833,0.03772723],"study_design_scores_gemma":[0.0000118013,0.00003460234,0.001376752,0.0003058993,0.00000712578,0.00002028417,0.0001566061,0.00003267825,0.0001294237,0.0001357649,0.9977787,0.00001033007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00365349,0.1012528,0.001434757,0.03675247,0.3317875,0.001944404,0.02849086,0.001437568,0.4932462],"genre_scores_gemma":[0.01073882,0.0704634,0.001461598,0.009764337,0.1005897,0.001539836,0.01543955,0.0008335488,0.7891691],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2336837,"threshold_uncertainty_score":0.7817497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02459866438973668,"score_gpt":0.2505824503509987,"score_spread":0.2259837859612621,"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."}}