{"id":"W2545638687","doi":"","title":"ScholarsPortal Ask Service: A Guelph Perspective","year":2013,"lang":"en","type":"article","venue":"The Atrium (University of Guelph)","topic":"Expert finding and Q&A systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ask price; Perspective (graphical); Service (business); Computer science; Business; Marketing; Artificial intelligence","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01175984,0.0006081385,0.0006152387,0.004949075,0.02269717,0.02552171,0.003457765,0.01695752,0.02753072],"category_scores_gemma":[0.02486142,0.0009436674,0.0004232732,0.007179509,0.02165521,0.01772485,0.0110685,0.007236904,0.005018075],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06352671,"about_ca_system_score_gemma":0.08621447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7103414,"about_ca_topic_score_gemma":0.7692367,"domain_scores_codex":[0.9819093,0.008127552,0.0006041937,0.002262724,0.00352236,0.003573881],"domain_scores_gemma":[0.9782076,0.01018679,0.0006521355,0.0005826964,0.00396345,0.006407274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005314099,0.00005235665,0.001299974,0.0006232118,0.00001221156,0.001813927,0.05252104,0.0001499695,0.0004912433,0.5916751,0.3089651,0.04234275],"study_design_scores_gemma":[0.00001257965,0.00003178448,0.001900188,0.0008385719,0.000009604541,0.0005260802,0.03866218,0.0002054297,0.000195224,0.01892288,0.9386551,0.00004026523],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009672985,0.0142199,0.003016049,0.6143774,0.001056365,0.0001177968,0.000413343,0.0002812407,0.3568448],"genre_scores_gemma":[0.3170483,0.03599204,0.01141537,0.3532965,0.001717635,0.000352905,0.0003997298,0.0008773177,0.2789002],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9744783,"threshold_uncertainty_score":0.5827289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01554665320370538,"score_gpt":0.2186869111199901,"score_spread":0.2031402579162847,"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."}}