{"id":"W2439150091","doi":"10.18438/b8np76","title":"The Role of Student Advisory Boards in Assessment","year":2016,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Advisory committee; Portfolio; Value (mathematics); Public relations; Business; Computer science; Political science; Public administration; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001762681,0.00006885946,0.00007913095,0.0001313821,0.0003503698,0.0004104917,0.0003556361,0.00004459619,0.0002412133],"category_scores_gemma":[0.0009844006,0.00003982411,0.00002680953,0.0004552099,0.000234841,0.5853519,0.00007866646,0.00009170208,0.00003194893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001882929,"about_ca_system_score_gemma":0.0005830301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002130755,"about_ca_topic_score_gemma":1.437107e-7,"domain_scores_codex":[0.9983454,0.000390161,0.0004919669,0.00007435249,0.0005138478,0.0001842172],"domain_scores_gemma":[0.9963219,0.00297837,0.0003762881,0.0001746658,0.00006275909,0.00008602688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005672948,0.00001844582,0.01508804,0.000007302787,0.000002600939,1.896305e-7,0.00190967,0.00000847989,0.00002079276,0.8875065,0.0004377156,0.09494357],"study_design_scores_gemma":[0.0001857723,0.00005973894,0.07294232,0.0001334946,0.000002672697,4.529135e-7,0.01268047,0.0002167888,0.0003279099,0.0008573543,0.9125249,0.00006817095],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0657699,0.001742005,0.001289256,0.6627021,0.0005718671,0.001081117,0.00001967785,0.0001581812,0.2666659],"genre_scores_gemma":[0.9510542,0.007447663,0.001645421,0.03914901,0.00006880154,0.00004013035,0.000004389223,0.000003400442,0.0005870058],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9120871,"threshold_uncertainty_score":0.4204475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176821332280113,"score_gpt":0.3166638751118237,"score_spread":0.3048956617890226,"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."}}