{"id":"W7033440422","doi":"","title":"Research, Creative Activity and Scholarship: Discovery at the University of Regina","year":2009,"lang":"en","type":"report","venue":"oURspace (University of Regina)","topic":"Building materials and conservation","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University","keywords":"Scholarship; The arts; Creativity; Snapshot (computer storage); Engaged scholarship; Digital scholarship; Diversity (politics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002468867,0.00071094,0.0002902079,0.001826455,0.003810186,0.006341123,0.001202641,0.002295007,0.02189056],"category_scores_gemma":[0.003903534,0.000480545,0.000337541,0.003721357,0.001550955,0.003587018,0.004169947,0.001725955,0.009540726],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007075882,"about_ca_system_score_gemma":0.02018988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1119994,"about_ca_topic_score_gemma":0.130401,"domain_scores_codex":[0.9958618,0.0007048973,0.0002079675,0.0003273117,0.002006242,0.0008916495],"domain_scores_gemma":[0.9979454,0.0004338646,0.0002448698,0.0002390617,0.0006806817,0.0004562236],"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":[0.0001210241,0.0001397118,0.007044449,0.001114694,0.00001713922,0.00086409,0.00964096,0.0007271145,0.001350064,0.04325909,0.7091799,0.2265417],"study_design_scores_gemma":[0.000002871848,0.00002163983,0.009386559,0.0002410391,0.00000439764,0.0004542332,0.002922166,0.00004094603,0.00128033,0.000699451,0.9849197,0.00002670178],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04912858,0.06016495,0.001813045,0.02786576,0.002157206,0.0006157926,0.009521496,0.001303622,0.8474296],"genre_scores_gemma":[0.2090454,0.05720569,0.008562426,0.002745881,0.0005187881,0.0006699763,0.007355977,0.001012934,0.7128829],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9929241,"threshold_uncertainty_score":0.222695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04286133202614292,"score_gpt":0.2486609952795651,"score_spread":0.2057996632534222,"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."}}