{"id":"W6940858638","doi":"10.11575/prism/43079","title":"Reference Chatbots in Canadian Academic Libraries","year":2023,"lang":"en","type":"other","venue":"University of Calgary","topic":"AI in Service Interactions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chatbot; Service (business); Academic library; Identity (music); Information professional","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000516183,0.0001045566,0.000163442,0.0007162359,0.00003808251,0.00001138353,0.001290882,0.000314354,0.0005657653],"category_scores_gemma":[0.00001332621,0.0001379485,0.00003345652,0.0003810778,0.00006565642,0.0003030818,0.0002910951,0.0004112313,0.0004373396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001506453,"about_ca_system_score_gemma":0.0005518367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7299596,"about_ca_topic_score_gemma":0.8992985,"domain_scores_codex":[0.9992814,0.00003174061,0.00007852779,0.0002481294,0.0001298264,0.0002303739],"domain_scores_gemma":[0.9993237,0.00005844152,0.00009142038,0.0003667184,0.00001864805,0.0001410196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006587063,0.00001859456,0.0035256,0.00008386593,0.00005467328,0.0005159507,0.001990419,0.000008327246,0.000007990106,0.1591215,0.8199345,0.01473196],"study_design_scores_gemma":[0.00009003402,0.000009943975,0.003751639,0.0002752535,0.000004755481,0.000002500962,0.0001019106,0.001023333,0.000004034692,0.0005432529,0.9940409,0.0001524144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006064654,0.0002065273,0.002789658,0.001084394,0.0004307794,0.0001260711,0.00002520778,0.0004243577,0.9948524],"genre_scores_gemma":[0.001715787,0.0007984019,0.00913778,0.0002907608,0.00005333694,3.810445e-7,0.00002161768,0.0001662485,0.9878157],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1741064,"threshold_uncertainty_score":0.6194733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02034379530044082,"score_gpt":0.2208371105388308,"score_spread":0.20049331523839,"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."}}