{"id":"W4396951109","doi":"10.1111/jora.12958","title":"Embracing the hidden potential: The contribution of majority world research to developmental science","year":2024,"lang":"en","type":"article","venue":"Journal of Research on Adolescence","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Developmental Science; Emic and etic; Psychology; Face (sociological concept); Representation (politics); Field (mathematics); Inclusion (mineral); Cognitive science; Developmental psychology; Social science; Sociology; Social psychology; Political science; Politics","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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.04369842,0.00007699328,0.0001286469,0.001144817,0.002306193,0.0007315472,0.001578394,0.00003876941,0.00009592341],"category_scores_gemma":[0.005075431,0.00004356274,0.00007096177,0.006042488,0.002005974,0.0004082718,0.0002614447,0.001472526,0.0001419541],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001032997,"about_ca_system_score_gemma":0.009656311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003605887,"about_ca_topic_score_gemma":0.0004942914,"domain_scores_codex":[0.9922625,0.001288095,0.000422255,0.0002280468,0.005102666,0.0006963686],"domain_scores_gemma":[0.9951949,0.001233445,0.00009196795,0.0002025096,0.002952455,0.0003247246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0005620523,0.000565696,0.01516732,0.0001075851,0.000101409,0.0001343727,0.1196254,0.00008714846,0.02375281,0.5861125,0.1383795,0.1154043],"study_design_scores_gemma":[0.0005335317,0.0005986025,0.6027496,0.005259915,0.00001642413,0.00008360926,0.1391169,0.00005940811,0.03704892,0.04073191,0.1734276,0.0003736504],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8517262,0.001159398,0.0002747415,0.1237517,0.002247159,0.0009984269,0.000002871527,0.00002861753,0.01981089],"genre_scores_gemma":[0.9967967,0.0001832899,0.0004437445,0.0002201794,0.0006656157,0.000006386325,1.736647e-7,0.000006512947,0.001677425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5875822,"threshold_uncertainty_score":0.9989927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.104199307782743,"score_gpt":0.4834226380681945,"score_spread":0.3792233302854515,"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."}}