{"id":"W2945867950","doi":"10.32396/usurj.v5i2.354","title":"“Showcase” vs. “Selective” Undergraduate Research Journals","year":2019,"lang":"en","type":"article","venue":"USURJ University of Saskatchewan Undergraduate Research Journal","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Publishing; Undergraduate research; Institution; Medical education; Public relations; Higher education; Political science; Library science; Sociology; Computer science; Medicine; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0176372,0.0004669542,0.0006130449,0.006639999,0.002691842,0.01805567,0.001962974,0.002835199,0.03318786],"category_scores_gemma":[0.09147843,0.0003811671,0.0005904734,0.01168604,0.004440676,0.008160377,0.006398222,0.002180813,0.01345101],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001804006,"about_ca_system_score_gemma":0.004641306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004346902,"about_ca_topic_score_gemma":0.0009342787,"domain_scores_codex":[0.9735861,0.008169686,0.004092078,0.001630445,0.01026147,0.002260147],"domain_scores_gemma":[0.8386887,0.0472363,0.03400298,0.01994346,0.03237429,0.02775431],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00114071,0.0004406875,0.01287656,0.007503657,0.0001357988,0.0006121025,0.009998155,0.0003483763,0.01037704,0.1536099,0.450139,0.352818],"study_design_scores_gemma":[0.0001038919,0.0005679975,0.02798327,0.002013451,0.00007510644,0.001697657,0.007299532,0.0004151902,0.003481414,0.01668481,0.9395804,0.00009728083],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1462563,0.0323277,0.02482418,0.08086646,0.06307096,0.001620316,0.006048844,0.004098948,0.6408864],"genre_scores_gemma":[0.7042261,0.02848472,0.0526428,0.03319086,0.050838,0.002272005,0.005583481,0.002334093,0.1204278],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.998196,"threshold_uncertainty_score":0.1110245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3999561030817148,"score_gpt":0.5071250470435879,"score_spread":0.1071689439618731,"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."}}