{"id":"W4414957433","doi":"10.1080/03004279.2025.2568645","title":"Exploring Peruvian elementary school teachers’ beliefs about hypothetical shy, exuberant, and typical students","year":2025,"lang":"en","type":"article","venue":"Education 3-13","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Universidad del Pacífico","keywords":"Sample (material); Data collection; Qualitative research; Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001517272,0.0002390818,0.0003252023,0.0007889539,0.001046809,0.00123381,0.0003117916,0.0004452017,0.001214113],"category_scores_gemma":[0.003088996,0.0003018121,0.0001775238,0.0004674846,0.001227573,0.0007310629,0.001351535,0.0007415476,0.0001353361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005607257,"about_ca_system_score_gemma":0.000558886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007968318,"about_ca_topic_score_gemma":0.01962808,"domain_scores_codex":[0.9995697,0.0002084786,0.00002459597,0.0000379396,0.00007471965,0.00008460533],"domain_scores_gemma":[0.9987782,0.0004429281,0.0004632153,0.00004936328,0.0001451517,0.0001212534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009264665,0.000249017,0.6035635,0.0001560017,0.00003096655,0.0008359673,0.374678,0.00003082988,0.002039637,0.0003680239,0.0002298372,0.01772559],"study_design_scores_gemma":[0.000007479231,0.0002703026,0.6281856,0.0001595835,0.00003011582,0.0004895406,0.3678605,0.00009764553,0.0003007353,0.0001831877,0.002403597,0.00001175684],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988751,0.0001381499,0.00005731233,0.00009367886,0.000001391405,0.000005322105,0.000007793232,8.904033e-7,0.0008202881],"genre_scores_gemma":[0.9992629,0.0002647105,0.0000859685,0.00005784458,0.000002392422,0.00001041994,0.00001989912,7.804912e-7,0.0002950578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007968318,"threshold_uncertainty_score":0.01584387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04492857195049762,"score_gpt":0.3534968855117184,"score_spread":0.3085683135612208,"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."}}