{"id":"W1924184558","doi":"10.22329/jtl.v10i1.4171","title":"The Resilience of Deficit Thinking","year":2015,"lang":"en","type":"article","venue":"Journal of Teaching and Learning","topic":"Education Discipline and Inequality","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Appeal; Poverty; Perspective (graphical); Curriculum; Psychological resilience; Sociology; Critical thinking; Resistance (ecology); Psychology; Pedagogy; Political science; Social psychology; Law; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.006132542,0.0004572996,0.0004157494,0.002294455,0.005654957,0.007368005,0.001142497,0.001900156,0.003784199],"category_scores_gemma":[0.01825482,0.0002776654,0.0004085088,0.0009094956,0.0489144,0.008493138,0.01212381,0.00463611,0.0003585182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004468427,"about_ca_system_score_gemma":0.004812357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003809965,"about_ca_topic_score_gemma":0.002524291,"domain_scores_codex":[0.9941722,0.002967734,0.0001510217,0.0007806646,0.0008671657,0.001061228],"domain_scores_gemma":[0.9893155,0.004966122,0.001557731,0.001809592,0.0009837255,0.001367436],"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":[0.00007774671,0.00007522316,0.01236122,0.0001552549,0.00004503077,0.001173037,0.1715471,0.0007559358,0.001235495,0.7748854,0.006316454,0.03137222],"study_design_scores_gemma":[0.00003348889,0.0000528776,0.007108854,0.0003808302,0.00002151831,0.001178441,0.05939446,0.00072146,0.0004852063,0.8628581,0.067716,0.00004871369],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5169451,0.007192546,0.01995285,0.1112266,0.0007742274,0.00009369667,0.0001257432,0.0002222472,0.343467],"genre_scores_gemma":[0.9942579,0.0007554247,0.00110461,0.001684713,0.00006954037,0.00003237026,0.0000169831,0.00002942933,0.002048887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007368005,"threshold_uncertainty_score":0.03243238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05444331904669102,"score_gpt":0.391817185146689,"score_spread":0.3373738660999979,"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."}}