{"id":"W4410960981","doi":"10.1080/03057925.2025.2510939","title":"Rural indigenous students’ pathways to and through Peruvian institutos: an ecological systems analysis","year":2025,"lang":"en","type":"article","venue":"Compare A Journal of Comparative and International Education","topic":"Indigenous Cultures and Socio-Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Indigenous; Geography; Ecology; Political science; Biology","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":[0.001244592,0.0001632119,0.000279525,0.001240063,0.002267413,0.00259176,0.0006655973,0.0004805381,0.002510035],"category_scores_gemma":[0.002836527,0.0001901707,0.0003466294,0.002059706,0.001079922,0.001402811,0.003581953,0.0006491696,0.0001205904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002258513,"about_ca_system_score_gemma":0.00204012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05515699,"about_ca_topic_score_gemma":0.09270885,"domain_scores_codex":[0.9993697,0.0002915589,0.00002468447,0.00006628424,0.00004892614,0.0001988904],"domain_scores_gemma":[0.9990319,0.0003551713,0.0002530257,0.00006606081,0.0001270885,0.0001667404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001066927,0.0002774291,0.664467,0.0002367049,0.0001215843,0.001021355,0.2981927,0.0005836387,0.0005552308,0.002794106,0.0006869884,0.03095651],"study_design_scores_gemma":[0.000009287793,0.0001831644,0.5703872,0.0001332521,0.00005585201,0.0001824129,0.4232656,0.001020046,0.0001299882,0.0008069321,0.003803208,0.00002301462],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988855,0.00005465344,0.000075226,0.0001440117,7.056262e-7,0.00001728089,0.00004874524,0.000002088954,0.0007718846],"genre_scores_gemma":[0.9992237,0.0001300277,0.0001856849,0.00002413359,0.000001155975,0.00002984967,0.00007834024,0.000001613742,0.0003254616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05515699,"threshold_uncertainty_score":0.1096718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0690656630257451,"score_gpt":0.4413228533295606,"score_spread":0.3722571903038154,"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."}}