{"id":"W4402817691","doi":"10.1080/08263663.2024.2392992","title":"Influencias positivas de los programas de lengua indígena","year":2024,"lang":"fr","type":"article","venue":"Canadian Journal of Latin American and Caribbean Studies / Revue canadienne des études latino-américaines et caraïbes","topic":"Indigenous Cultures and Socio-Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001831014,0.0005651132,0.0009981012,0.0005415335,0.001484698,0.0005568046,0.0004707072,0.000265561,0.00004176574],"category_scores_gemma":[0.001136972,0.0005527373,0.0004116191,0.001664655,0.003932646,0.0004915742,0.00005415832,0.0009518358,0.000005852893],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005189315,"about_ca_system_score_gemma":0.009958535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3496599,"about_ca_topic_score_gemma":0.8646551,"domain_scores_codex":[0.9956978,0.0007760166,0.0009238715,0.0004910342,0.000251866,0.001859392],"domain_scores_gemma":[0.9952486,0.0006033072,0.0005668327,0.0002482939,0.001107171,0.002225759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001462945,0.00006551165,0.03907325,0.0008782773,0.001274749,0.001154953,0.7244911,0.0002237297,0.00005874674,0.1053976,0.004015753,0.1233518],"study_design_scores_gemma":[0.0002625726,0.0009901568,0.02950081,0.002824811,0.0008262605,0.001134654,0.5958086,0.0001103862,0.00001576079,0.004268913,0.3633097,0.0009473344],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8839784,0.09408002,0.00002060867,0.009658392,0.001481909,0.0003802443,0.0002012072,0.0000371665,0.01016207],"genre_scores_gemma":[0.9794196,0.0103721,0.002279129,0.001791501,0.001985954,0.00003016792,0.00001614164,0.00008432474,0.004021049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5149952,"threshold_uncertainty_score":0.9998152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03634363702708582,"score_gpt":0.3180510274984732,"score_spread":0.2817073904713874,"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."}}