{"id":"W2354681854","doi":"10.29173/cais749","title":"Fee for Service: The Experience of the University of Toronto Business Information Centre","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Outsourcing; Revenue; Business; Government (linguistics); Service (business); Marketing; Management; Public relations; Finance; Political science; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002452893,0.0002789313,0.0002940423,0.0008749794,0.01417786,0.01044996,0.00150327,0.002041143,0.02560772],"category_scores_gemma":[0.005974128,0.0003351273,0.0001686206,0.004164986,0.005380621,0.003176662,0.004920528,0.002557701,0.002059336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06009683,"about_ca_system_score_gemma":0.07682849,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.814815,"about_ca_topic_score_gemma":0.9307314,"domain_scores_codex":[0.9951455,0.0009371395,0.000137137,0.0002413145,0.001521254,0.002017733],"domain_scores_gemma":[0.9864611,0.001168938,0.0004052514,0.0001969253,0.001717023,0.0100508],"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":[0.0002719918,0.000238827,0.02189279,0.0006764197,0.00002374862,0.004965873,0.2792154,0.0005630322,0.001114341,0.04768947,0.4553189,0.1880291],"study_design_scores_gemma":[0.00001735684,0.00007657817,0.02744476,0.0002023011,0.000009946304,0.0005208011,0.1441764,0.0002022288,0.0002593835,0.0006778668,0.8263605,0.00005189085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4522546,0.036356,0.001073391,0.1646468,0.00161805,0.00013843,0.001348854,0.0002894381,0.3422744],"genre_scores_gemma":[0.8389794,0.01066138,0.0004666046,0.004626341,0.0002078845,0.00002653819,0.0004124661,0.0001571925,0.1444621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.814815,"threshold_uncertainty_score":0.436035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530778607274777,"score_gpt":0.199306925926181,"score_spread":0.1839991398534332,"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."}}