{"id":"W4381488701","doi":"10.33137/cjal-rcbu.v9.41129","title":"The Rise of AI: Implications and Applications of Artificial Intelligence in Academic Libraries, by Sandy Hervieux and Amanda Wheatley","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Academic Librarianship","topic":"AI in Service Interactions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Artificial intelligence; Library science; Cognitive science; Psychology; Art history; Computer science; Art","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007171555,0.0001292059,0.0002400797,0.0005027599,0.0002136174,0.0001377546,0.001492991,0.0002295954,0.00001207702],"category_scores_gemma":[0.0002329532,0.0001117076,0.00004545119,0.001505115,0.0003948087,0.001669579,0.0001328618,0.001248811,0.000003738198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004359397,"about_ca_system_score_gemma":0.001311684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007455329,"about_ca_topic_score_gemma":0.001229808,"domain_scores_codex":[0.998228,0.0001351258,0.0009410527,0.0002099205,0.0001688092,0.000317162],"domain_scores_gemma":[0.9977228,0.0009265437,0.0004447321,0.0003463696,0.000119675,0.0004398617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002823565,0.00001746426,0.08735272,0.00008881872,0.0000623808,0.000007679739,0.006138626,0.0001427175,0.001924041,0.6785539,0.02863274,0.1970507],"study_design_scores_gemma":[0.0002822557,0.0001444369,0.06868099,0.0004364526,0.0000481246,0.0002313167,0.003253621,0.007247223,0.004706328,0.8195368,0.0950427,0.000389757],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.351754,0.05795456,0.2652223,0.318939,0.001345527,0.001968214,0.0005491105,0.000140578,0.002126743],"genre_scores_gemma":[0.9955447,0.002280956,0.001302363,0.0005578577,0.0001579639,0.00003031495,0.000004625938,0.00001867247,0.0001025925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6437906,"threshold_uncertainty_score":0.5425529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04434467736510937,"score_gpt":0.296719087845375,"score_spread":0.2523744104802656,"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."}}