{"id":"W2115727161","doi":"10.21083/partnership.v3i1.332","title":"Ask! Your Library at the HUB: Penn State Libraries’ Experiences Providing Reference Services at the Campus Student Union Building","year":2008,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Web and Library Services","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service (business); Preference; Work (physics); Ask price; World Wide Web; Library science; State (computer science); Higher education; Computer science; Public relations; Political science; Engineering; Business; Marketing","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":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.002111732,0.0001646531,0.000154642,0.0002908312,0.004293288,0.003917025,0.00188675,0.00007651283,0.0001355271],"category_scores_gemma":[0.00009368918,0.00007948801,0.00004286252,0.0008530387,0.0005995951,0.07825551,0.0009195523,0.000794109,0.00001970883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002504639,"about_ca_system_score_gemma":0.001369334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004831654,"about_ca_topic_score_gemma":0.0002431994,"domain_scores_codex":[0.99674,0.001325495,0.0005052653,0.0001707772,0.0007657389,0.0004926638],"domain_scores_gemma":[0.996924,0.001599035,0.0004917982,0.0004019383,0.0001017918,0.0004814088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006068552,0.00005231928,0.04579676,0.0003051541,0.0002381256,0.0002859149,0.651944,0.0003437355,0.00006248248,0.2389356,0.04689606,0.01453296],"study_design_scores_gemma":[0.0003002959,0.000250067,0.01254337,0.0000962991,0.00001148505,0.001010159,0.0718692,0.0009806314,0.001315825,0.001390035,0.9100546,0.0001780761],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8219726,0.005741907,0.00002669522,0.1450643,0.0002052109,0.000346068,0.000006631478,0.00002813958,0.02660843],"genre_scores_gemma":[0.9861114,0.002942334,0.0003263658,0.007341264,0.0001672449,0.00001857661,0.0000103455,0.00001014405,0.003072303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8631585,"threshold_uncertainty_score":0.997117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06183530363637582,"score_gpt":0.3206964622889282,"score_spread":0.2588611586525523,"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."}}