{"id":"W7103452680","doi":"","title":"Teaming Up Without Selling Out: The Scopus⢠Student Ambassador Program at the University of Waterloo","year":2011,"lang":"","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Outreach; Promotion (chess); Term (time); Work (physics); Program evaluation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.005799271,0.000260933,0.0002112078,0.0009091261,0.005841483,0.002553222,0.001119137,0.0004573129,0.01232653],"category_scores_gemma":[0.008304202,0.0002438749,0.0001653709,0.001164515,0.001182646,0.001945387,0.003344364,0.001271392,0.002224356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002906601,"about_ca_system_score_gemma":0.01765037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05650115,"about_ca_topic_score_gemma":0.2412248,"domain_scores_codex":[0.9975431,0.001053469,0.00004893574,0.0001750276,0.0004487254,0.0007307585],"domain_scores_gemma":[0.9816386,0.001172518,0.0004983008,0.0004030744,0.001728661,0.01455892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008744588,0.009348475,0.08909447,0.0001726041,0.00004112507,0.001410783,0.06232974,0.0001829083,0.003592703,0.002073651,0.1854679,0.6454113],"study_design_scores_gemma":[0.0005159915,0.006458626,0.2348733,0.0001684169,0.00005343799,0.00050805,0.2744507,0.001198667,0.004517615,0.0009617347,0.4761811,0.0001122892],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519516,0.0002783118,0.0007091638,0.01412677,0.0002297611,0.0004276508,0.0002282254,0.0003415441,0.031707],"genre_scores_gemma":[0.9263934,0.0005668569,0.002707475,0.003091668,0.0001726864,0.0003359934,0.0005552251,0.0001732993,0.06600344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05650115,"threshold_uncertainty_score":0.1123446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04257227460102032,"score_gpt":0.2248922942814346,"score_spread":0.1823200196804143,"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."}}