{"id":"W44452649","doi":"10.14288/cjne.v19i1.195550","title":"Individual or Group Representation: Native Trustees on Boards of Education in Ontario","year":2021,"lang":"en","type":"article","venue":"Open Collections","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Representation (politics); Sociology; Higher education; Group (periodic table); Native american; Pedagogy; Political science; Anthropology; Law","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":[0.002250114,0.0001423695,0.0002492843,0.0009601035,0.01773879,0.00423372,0.001243215,0.0009121199,0.007919496],"category_scores_gemma":[0.009462064,0.0002507685,0.0001818299,0.001964171,0.005697346,0.001537976,0.005310698,0.001254812,0.0002900132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05190452,"about_ca_system_score_gemma":0.07422246,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9636055,"about_ca_topic_score_gemma":0.9921733,"domain_scores_codex":[0.9948236,0.00081093,0.0001213741,0.0003424986,0.001095135,0.00280666],"domain_scores_gemma":[0.9923585,0.0009574325,0.001186032,0.0003627795,0.001316951,0.003818304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002555319,0.0001624253,0.2870625,0.0001505895,0.00002695887,0.002564705,0.5869834,0.0002296885,0.001505253,0.03607969,0.01884226,0.06613688],"study_design_scores_gemma":[0.00003009765,0.00007733244,0.2700337,0.00013286,0.00002236015,0.0003037741,0.5984938,0.0003985341,0.000427965,0.002152977,0.1278863,0.00004033869],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9484429,0.0002925279,0.0002238705,0.006053601,0.00007181829,0.00007453363,0.00008811116,0.00001012657,0.04474245],"genre_scores_gemma":[0.9787444,0.0002203011,0.0001293131,0.0004103745,0.00001329937,0.00001924553,0.00003493276,0.000006233246,0.02042179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05190452,"threshold_uncertainty_score":0.3765954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0986683517562657,"score_gpt":0.3881112297871779,"score_spread":0.2894428780309122,"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."}}