{"id":"W3217243548","doi":"10.3138/jehr-2021-0022","title":"Navigating an Uncertain Terrain: Exploring the Engagement of a Residence Life Management Team on a Canadian University Campus with Race and Privilege","year":2021,"lang":"en","type":"article","venue":"Journal of Education Human Resources","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Privilege (computing); Public relations; Race (biology); Participatory action research; Sociology; Subject (documents); Residence; Context (archaeology); Pedagogy; Political science; Gender studies; Computer science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008002249,0.0008193771,0.0007422553,0.001903122,0.06085322,0.01449643,0.005683885,0.003640922,0.004382089],"category_scores_gemma":[0.01285329,0.0007002645,0.0007668033,0.001430454,0.02284213,0.004070111,0.0149366,0.007113133,0.0006219545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05219145,"about_ca_system_score_gemma":0.08614665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8372074,"about_ca_topic_score_gemma":0.9353486,"domain_scores_codex":[0.9849685,0.0071451,0.0001470323,0.0009968769,0.001581877,0.00516068],"domain_scores_gemma":[0.9904943,0.001930161,0.0005883987,0.0002558125,0.00134724,0.005384114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002943283,0.00008196293,0.004350802,0.00003609585,0.000007028318,0.0008418436,0.9842967,0.00009792378,0.0005011677,0.002110183,0.002269126,0.005377676],"study_design_scores_gemma":[0.000001955612,0.00002275427,0.001304684,0.00003282558,0.000002906953,0.00005318675,0.9889685,0.0001250972,0.00004852551,0.0002142363,0.009209394,0.00001588544],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633004,0.0003823364,0.002327577,0.0110136,0.0002015263,0.0002171153,0.00008256187,0.00004082921,0.02243405],"genre_scores_gemma":[0.9889194,0.0003369305,0.001552748,0.001750036,0.00002603832,0.00006804311,0.00004571668,0.00004123749,0.00725977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1627926,"threshold_uncertainty_score":0.3786772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05823579021413199,"score_gpt":0.3683153880429253,"score_spread":0.3100795978287933,"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."}}