{"id":"W7023781399","doi":"","title":"Pushing privileged pillars in Canadian universities","year":2021,"lang":"en","type":"dissertation","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"High-Energy Particle Collisions Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Participatory action research; Grassroots; Underclass; Poverty; Honour; Legislation; Citizen journalism; Feminism","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":[0.00754663,0.000414762,0.0005708294,0.003178536,0.08251656,0.01713995,0.003550029,0.004138114,0.01264843],"category_scores_gemma":[0.01138264,0.0005840915,0.0005991603,0.0046557,0.02366718,0.00540399,0.01887325,0.005403778,0.0005905858],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2090301,"about_ca_system_score_gemma":0.3022977,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9839916,"about_ca_topic_score_gemma":0.994076,"domain_scores_codex":[0.9847473,0.002011882,0.0002426722,0.001128908,0.00328387,0.008585346],"domain_scores_gemma":[0.9835797,0.001524551,0.0006465965,0.0004988286,0.003192874,0.01055744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001686437,0.0001482064,0.02305865,0.0002122802,0.00002866782,0.001512998,0.407908,0.0006537865,0.001324039,0.4486586,0.05153796,0.0647881],"study_design_scores_gemma":[0.00002514088,0.00005743746,0.02695267,0.0004185674,0.00002969097,0.0001856688,0.4146631,0.0005371207,0.000489283,0.01711831,0.5393689,0.0001541626],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5489517,0.003892258,0.001785593,0.07703304,0.0006874598,0.0002363917,0.0004257979,0.0001014508,0.3668863],"genre_scores_gemma":[0.9632816,0.0009306921,0.0005601536,0.004466566,0.00003812911,0.00003640679,0.00006767824,0.00002816525,0.03059061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9839916,"threshold_uncertainty_score":0.9174129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01522867603977908,"score_gpt":0.2729643450336184,"score_spread":0.2577356689938394,"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."}}