{"id":"W4413838673","doi":"10.24908/iqurcp19889","title":"Addressing the Elephant","year":2025,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001983621,0.0007117019,0.0005710652,0.0007525464,0.01187357,0.004799524,0.00138712,0.006758474,0.04442762],"category_scores_gemma":[0.004716954,0.0002114095,0.0005343064,0.0005131021,0.007768181,0.007445367,0.01484088,0.009002471,0.006724464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002101616,"about_ca_system_score_gemma":0.005270925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002008172,"about_ca_topic_score_gemma":0.005317229,"domain_scores_codex":[0.9982076,0.0007660455,0.00005651561,0.0001880267,0.0002318037,0.0005500633],"domain_scores_gemma":[0.9988527,0.0002546671,0.00009809268,0.00008937268,0.0001530694,0.0005520111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001138565,0.0004005607,0.005369816,0.0006965911,0.00003431908,0.007681941,0.1284646,0.0001921464,0.0021815,0.2979016,0.3117633,0.2451998],"study_design_scores_gemma":[0.00001223327,0.0001187331,0.0007275009,0.001066266,0.00001009398,0.003269051,0.07466733,0.00009199934,0.0002896847,0.03527794,0.8844539,0.00001534955],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07093935,0.02582725,0.005407189,0.5285304,0.02171572,0.0001312321,0.0001156428,0.0002621879,0.347071],"genre_scores_gemma":[0.4321828,0.03002629,0.00507097,0.1758304,0.006851182,0.0003263703,0.0001603681,0.0003128211,0.3492388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04442762,"threshold_uncertainty_score":0.1486251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2166133373661784,"score_gpt":0.4657045908055183,"score_spread":0.2490912534393399,"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."}}