{"id":"W2657436431","doi":"10.11575/prism/29658","title":"The Information Commons at the University of Calgary: service in transition","year":2009,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service (business); Transition (genetics); Commons; Business; Political science; Chemistry; Marketing; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001460076,0.0002076105,0.0002626792,0.0008466294,0.01279445,0.01271548,0.001577479,0.004669593,0.01924597],"category_scores_gemma":[0.004550348,0.0002399965,0.0002178786,0.003908457,0.007956641,0.007089729,0.01075314,0.004628879,0.0016611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03647872,"about_ca_system_score_gemma":0.05695868,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5549206,"about_ca_topic_score_gemma":0.638162,"domain_scores_codex":[0.9978064,0.0003623759,0.00006167423,0.00009073257,0.0004165145,0.001262341],"domain_scores_gemma":[0.9956456,0.0005751633,0.0001361647,0.000126067,0.0004156078,0.003101401],"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":[0.0001817099,0.0002104474,0.008000799,0.0004494772,0.00001377646,0.004335383,0.07996879,0.0009704834,0.0009654404,0.3010252,0.3294047,0.2744738],"study_design_scores_gemma":[0.0000284023,0.00007040278,0.01992999,0.000485364,0.000008681142,0.0005180083,0.1273613,0.0004901937,0.0003344792,0.02193811,0.8287774,0.0000575811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1476813,0.01633278,0.003774469,0.3137127,0.002331828,0.0002118312,0.0003292221,0.0004162047,0.5152097],"genre_scores_gemma":[0.7913796,0.01453292,0.004950922,0.01961159,0.0003944346,0.000115107,0.0003008554,0.0001506114,0.1685639],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5549206,"threshold_uncertainty_score":0.8954011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005601221084202226,"score_gpt":0.1581911362634472,"score_spread":0.152589915179245,"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."}}