{"id":"W2161120003","doi":"10.26522/brocked.v19i2.132","title":"Resisting Negative Images and Stereotypes: One Latina Prospective Teacher’s Story","year":2010,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Critical Race Theory in Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Resistance (ecology); Identity (music); Teacher education; White (mutation); Gender studies; Psychology; Narrative inquiry; Sociology; Pedagogy; Aesthetics; Literature; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.002536512,0.0009396815,0.0008263879,0.001102861,0.02673946,0.006937505,0.001838853,0.005186292,0.003015028],"category_scores_gemma":[0.00718565,0.0008874612,0.0005833093,0.0005973103,0.01782942,0.006667804,0.006955372,0.01154543,0.0006159493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005605548,"about_ca_system_score_gemma":0.002172187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01550429,"about_ca_topic_score_gemma":0.02670337,"domain_scores_codex":[0.9963421,0.002436726,0.000089665,0.0002756246,0.0003323205,0.0005235396],"domain_scores_gemma":[0.9970657,0.001380712,0.000385181,0.0001413724,0.0002355776,0.0007913476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003038407,0.00004471893,0.001073145,0.00003709469,0.000003586952,0.00272075,0.987534,0.0000247566,0.0003856861,0.005299865,0.001476475,0.001369465],"study_design_scores_gemma":[0.000009342349,0.00004901894,0.0007408744,0.00009143056,0.000005529434,0.002346272,0.9645756,0.00006751234,0.0003382915,0.0007678082,0.03099067,0.0000177058],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.92389,0.002206867,0.001934541,0.03756911,0.0004871002,0.000101196,0.00008190473,0.00006922301,0.03366001],"genre_scores_gemma":[0.9786441,0.001624791,0.0006515274,0.003278966,0.0001558033,0.000083068,0.00003769354,0.00007886523,0.01544527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02673946,"threshold_uncertainty_score":0.04067129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530422032855085,"score_gpt":0.350559472123322,"score_spread":0.3352552517947712,"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."}}