{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2426833,0.0006945216,0.0009462378,0.003628376,0.01220429,0.0211118,0.005593229,0.01295065,0.01387469],"category_scores_gemma":[0.5134541,0.000956067,0.001018008,0.003944822,0.01169262,0.01713089,0.01418991,0.01634853,0.005230201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01351223,"about_ca_system_score_gemma":0.04977956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006644599,"about_ca_topic_score_gemma":0.01050907,"domain_scores_codex":[0.503203,0.4192303,0.01886024,0.01067013,0.0370951,0.01094122],"domain_scores_gemma":[0.3198991,0.4352833,0.0305168,0.02306772,0.1549881,0.03624482],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002214738,0.0001233563,0.006198187,0.001540513,0.00006466175,0.0003973937,0.02787801,0.0006342084,0.0005576129,0.1712309,0.3934882,0.3976654],"study_design_scores_gemma":[0.00004318601,0.0001157107,0.001929594,0.002188935,0.00003850712,0.0001874944,0.009582329,0.00107957,0.000704838,0.03663291,0.9474039,0.00009299098],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01354947,0.01279613,0.07339211,0.7059574,0.04202733,0.001221257,0.0001533441,0.001033023,0.14987],"genre_scores_gemma":[0.5747438,0.01055384,0.06295206,0.2496869,0.02850152,0.002994992,0.000277157,0.0008886584,0.06940095],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7573167,"threshold_uncertainty_score":0.9339063,"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."}}