{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02354576,0.0009249904,0.0008340037,0.003981156,0.02524523,0.02700648,0.002089336,0.005927295,0.006307086],"category_scores_gemma":[0.05426966,0.0006746533,0.0007076683,0.003042127,0.0516646,0.028011,0.017632,0.009859073,0.0007369383],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01423279,"about_ca_system_score_gemma":0.007702044,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03420836,"about_ca_topic_score_gemma":0.03284178,"domain_scores_codex":[0.9557845,0.03647985,0.0007393181,0.002125724,0.002888225,0.001982312],"domain_scores_gemma":[0.9590572,0.0311719,0.002068041,0.001949536,0.004068815,0.001684544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002528757,0.00001467641,0.000632869,0.00005422415,0.000003512581,0.0001643177,0.9477908,0.0000133009,0.0002132702,0.04705441,0.001334403,0.00269896],"study_design_scores_gemma":[0.00001379966,0.00002729256,0.0005749827,0.0002905315,0.00001413451,0.00019723,0.9130979,0.0001428379,0.0005416241,0.02079535,0.06426854,0.00003571049],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3577614,0.005580165,0.02494595,0.07204538,0.002180237,0.000329192,0.0002356013,0.0002832004,0.5366389],"genre_scores_gemma":[0.9727483,0.0007338569,0.004546561,0.004474327,0.0001933305,0.0001811505,0.00004477482,0.0001446407,0.01693308],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9857672,"threshold_uncertainty_score":0.1245233,"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."}}