{"id":"W6961260869","doi":"10.14288/cjne.v23i1.195853","title":"Changing Academic Discourse About Native Education: Using Two Pairs of Eyes","year":2021,"lang":"en","type":"article","venue":"Open Collections","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Discourse analysis; Narrative; Public discourse; Civil discourse; Agency (philosophy)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005842681,0.00007210999,0.0001412648,0.0002867105,0.02148865,0.0002450796,0.0002320578,0.00007670675,0.0007245784],"category_scores_gemma":[0.00002777433,0.0000706776,0.00004632751,0.005200974,0.0001853251,0.0003785063,0.000006960999,0.0001588005,0.000004849685],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003738711,"about_ca_system_score_gemma":0.05001527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2761117,"about_ca_topic_score_gemma":0.6896798,"domain_scores_codex":[0.9988003,0.0002973117,0.0002169862,0.0001924831,0.0001987086,0.000294208],"domain_scores_gemma":[0.9989969,0.0001210725,0.0001476406,0.0001364729,0.0004929476,0.000105008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009009075,0.0004675483,0.0003513634,0.00003161576,0.0000673781,0.000001158807,0.7920456,0.00008544858,0.00002686264,0.1981522,0.007732899,0.001028875],"study_design_scores_gemma":[0.000268521,0.00002650232,0.0001979408,0.0002291461,0.00007338827,0.00001043078,0.3099334,0.00006088274,0.001555632,0.01124929,0.6761517,0.0002431591],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07851169,0.0004562191,0.0002444667,0.0008246074,0.002200026,0.0007902677,0.00001884916,0.00002356653,0.9169303],"genre_scores_gemma":[0.1732542,0.002360733,0.001985906,0.00009010371,0.001222898,0.00003179925,0.00001813122,0.00001602938,0.8210202],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6684188,"threshold_uncertainty_score":0.9797853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03975287406473479,"score_gpt":0.4150107672333589,"score_spread":0.3752578931686242,"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."}}