{"id":"W2809971035","doi":"10.3138/cjpe.42159","title":"Evaluating Academic Research Networks","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Charles-Le Moyne; Université de Montréal","funders":"","keywords":"Productivity; Position (finance); Institutional research; Curriculum; Knowledge management; Political science; Business; Public relations; Sociology; Computer science; Higher education; Economics; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.02752687,0.0006518392,0.0007223585,0.02067269,0.002371729,0.006307143,0.001170852,0.001091161,0.005668943],"category_scores_gemma":[0.1557159,0.0002096553,0.0006639622,0.02130834,0.001058484,0.005537152,0.003863167,0.000553798,0.0007546279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006877798,"about_ca_system_score_gemma":0.004764012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01296353,"about_ca_topic_score_gemma":0.0120596,"domain_scores_codex":[0.9658626,0.01768128,0.003133284,0.002407714,0.009820873,0.001094337],"domain_scores_gemma":[0.7807034,0.1375654,0.03427009,0.005993177,0.03467247,0.006795534],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005485329,0.0003719842,0.8441113,0.0006543446,0.0006197435,0.0001478742,0.002780095,0.01688938,0.0004505343,0.01585933,0.004093647,0.1134733],"study_design_scores_gemma":[0.0002361651,0.001350928,0.683625,0.0008180151,0.0009211244,0.0003634675,0.02949053,0.2070571,0.004342381,0.03885436,0.03278381,0.0001570966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9302591,0.001065088,0.01682153,0.0009303582,0.0001078914,0.001201605,0.003726046,0.0001328983,0.04575534],"genre_scores_gemma":[0.9875728,0.0002058421,0.009030851,0.00002743931,0.00003339607,0.0005085457,0.001516362,0.00001106347,0.001093669],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9793273,"threshold_uncertainty_score":0.1455777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9653113425368469,"score_gpt":0.7773576803100251,"score_spread":0.1879536622268219,"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."}}