{"id":"W7019262196","doi":"","title":"Feature Story: Doctoral Student Receives Prestigious Vanier Scholarship","year":2013,"lang":"en","type":"other","venue":"oURspace (University of Regina)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Graduate students; Feature (linguistics); Field (mathematics); Higher education","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002498744,0.0003831108,0.0004811897,0.0007356833,0.005729839,0.008555143,0.001773441,0.005220648,0.3721097],"category_scores_gemma":[0.01147902,0.0002912701,0.0004920639,0.0009845791,0.0009612284,0.002620203,0.003249423,0.004924104,0.2331187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003816772,"about_ca_system_score_gemma":0.00835596,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0299396,"about_ca_topic_score_gemma":0.1005741,"domain_scores_codex":[0.9973149,0.0001934202,0.00005165333,0.0002309193,0.001740147,0.0004689387],"domain_scores_gemma":[0.9921232,0.0006516614,0.0001148415,0.0002978165,0.00285585,0.003956566],"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":[0.000003865894,0.000003596972,0.00002643422,0.000005453001,2.614649e-7,0.00001452555,0.00001921411,0.000002929537,0.00001212743,0.0009127976,0.9963992,0.002599468],"study_design_scores_gemma":[0.000003445464,0.000004722559,0.0001697225,0.000016833,6.100047e-7,0.00003622575,0.0001286428,0.00001460989,0.00004517035,0.0002246047,0.999351,0.000004424569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00154035,0.001190046,0.0006846821,0.154208,0.04222823,0.0001437465,0.003228448,0.001552304,0.7952241],"genre_scores_gemma":[0.003021266,0.0003284593,0.0001413574,0.01009909,0.001364352,0.00002755981,0.000506528,0.0003742336,0.9841373],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9700604,"threshold_uncertainty_score":0.8956093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01802609903695029,"score_gpt":0.2365470808321662,"score_spread":0.2185209817952159,"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."}}