{"id":"W4391665390","doi":"10.47678/cjhe.v52i4.189821","title":"Equity, Diversity, and Inclusion from the Perspective of International Community College Students","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Seneca Polytechnic; University of Toronto","funders":"","keywords":"Equity (law); Perspective (graphical); Inclusion (mineral); Diversity (politics); Cultural diversity; Community college; Higher education; Sociology; Psychology; Accounting; Political science; Business; Economic growth; Economics; Social psychology; Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009507569,0.00004097474,0.00007058834,0.0001368775,0.002970771,0.0000371314,0.0008017137,0.00003769504,0.0002099836],"category_scores_gemma":[0.0001324035,0.0000340403,0.00003607937,0.0001532927,0.0001434746,0.0001595802,0.001512715,0.000149725,0.000003733142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004866766,"about_ca_system_score_gemma":0.0005918213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.283271,"about_ca_topic_score_gemma":0.2022392,"domain_scores_codex":[0.9990438,0.0001876928,0.0001277898,0.00004380162,0.0005011937,0.00009573124],"domain_scores_gemma":[0.9989609,0.000196028,0.0001498591,0.00005275606,0.0005182459,0.0001221925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001511339,0.00005660691,0.3380741,0.000001769937,0.00009076418,0.000003187784,0.6152948,0.000002261107,0.0000140913,0.02749295,0.01843663,0.0005177695],"study_design_scores_gemma":[0.0002049313,0.00002773443,0.6488696,0.00004307544,0.0000210809,6.45393e-7,0.249163,6.02418e-7,0.000007192065,0.06556185,0.03605638,0.00004397444],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680864,0.0008455809,5.800419e-7,0.02055642,0.002246214,0.00006224279,0.00003443256,0.00000289137,0.008165266],"genre_scores_gemma":[0.9970036,0.0002940143,0.000008193318,0.0002518895,0.0005564688,4.844812e-7,0.000006479809,0.000002766418,0.001876162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3661318,"threshold_uncertainty_score":0.9983272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07264829823855498,"score_gpt":0.402593621666271,"score_spread":0.329945323427716,"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."}}