{"id":"W7082523014","doi":"","title":"Active listening for storylines experienced by Indigenous and newly migrated mathematics students","year":2025,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University; University of New Brunswick","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Indigenous; Active listening; Ethnic group; Immigration; Qualitative research","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.002621612,0.001163173,0.001005686,0.001988713,0.01004065,0.008063193,0.00178298,0.004192928,0.01468049],"category_scores_gemma":[0.01353998,0.0004216892,0.000691471,0.00123374,0.004264681,0.00319705,0.009403733,0.004715486,0.002323017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001532964,"about_ca_system_score_gemma":0.0007204987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002657462,"about_ca_topic_score_gemma":0.006975756,"domain_scores_codex":[0.9970476,0.00164169,0.00006533181,0.0002637252,0.0003878177,0.0005937969],"domain_scores_gemma":[0.9921367,0.003934592,0.0006732183,0.0002541367,0.0006165885,0.002384818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001708247,0.00004402396,0.002321514,0.00009294702,0.00001456588,0.001238576,0.9885181,0.00003069724,0.001639904,0.0004517837,0.002502302,0.002974787],"study_design_scores_gemma":[0.0000123308,0.0001678508,0.006734221,0.00013643,0.00002586942,0.0009046821,0.9532331,0.00007999103,0.0004820949,0.0002868298,0.03789424,0.00004223834],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601772,0.0008902576,0.0013114,0.003134944,0.0008971766,0.00007776566,0.0002345441,0.0001535967,0.03312319],"genre_scores_gemma":[0.9804592,0.0004894797,0.0005829011,0.0009081502,0.0002894708,0.00008849181,0.0001157586,0.0001404894,0.01692591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01468049,"threshold_uncertainty_score":0.04911107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008824660648810366,"score_gpt":0.2411391302856107,"score_spread":0.2323144696368003,"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."}}