{"id":"W4285988343","doi":"10.5430/ijhe.v11n4p220","title":"Culturally Responsive Research Design as Complement to Hegemonic Paradigms in the Comparative, International, Development Educational Context","year":2022,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legitimacy; Context (archaeology); Premise; Educational research; Relevance (law); Psychology; Pedagogy; Sociology; Engineering ethics; Political science; Epistemology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.1687092,0.0009861665,0.0009506521,0.004231551,0.005568291,0.01354004,0.00266123,0.001870362,0.004147205],"category_scores_gemma":[0.07762878,0.0007721824,0.0008200653,0.002784646,0.04131554,0.008703054,0.009064498,0.003518512,0.000484347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006931125,"about_ca_system_score_gemma":0.01197845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001141378,"about_ca_topic_score_gemma":0.002484953,"domain_scores_codex":[0.7292893,0.2562788,0.00341503,0.004792429,0.005217291,0.001007101],"domain_scores_gemma":[0.8658106,0.1062838,0.004087417,0.01775473,0.004553707,0.001509701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001658221,0.0002327536,0.00290939,0.001368811,0.00007102647,0.0003439265,0.235733,0.001149667,0.001917172,0.701559,0.000735557,0.05381386],"study_design_scores_gemma":[0.0003394152,0.001017928,0.00300271,0.002545981,0.0001911649,0.0007131544,0.2452851,0.003789162,0.004885154,0.6377711,0.1003462,0.0001130492],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1725616,0.002939392,0.6741996,0.01859756,0.0008722497,0.01037921,0.0001854357,0.0002251598,0.1200399],"genre_scores_gemma":[0.6506662,0.001190589,0.3304489,0.001900844,0.0001239069,0.0119686,0.00006348422,0.00006876967,0.003568736],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9944317,"threshold_uncertainty_score":0.89223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4392463761106342,"score_gpt":0.557065738030043,"score_spread":0.1178193619194088,"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."}}