{"id":"W2400780391","doi":"","title":"Reticent on Race: Promoting Constructive Discussions about Race in a College Classroom","year":2016,"lang":"en","type":"article","venue":"Sound Ideas (University of Puget Sound)","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Race (biology); Constructive; Psychology; Mathematics education; Sociology; Gender studies; Pedagogy; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002833544,0.000187941,0.0003846674,0.0003343063,0.001157883,0.00003197039,0.0005164033,0.0002026813,0.0004102511],"category_scores_gemma":[0.001867995,0.0001654605,0.0001278574,0.0009385282,0.00154955,0.0005449789,0.0001784609,0.0003783978,0.00006267614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009152762,"about_ca_system_score_gemma":0.0003511456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009582384,"about_ca_topic_score_gemma":0.004192127,"domain_scores_codex":[0.996578,0.00159836,0.0002405616,0.0004578462,0.0005909344,0.0005343312],"domain_scores_gemma":[0.997937,0.0009581178,0.0003694667,0.0003108095,0.000270782,0.0001537706],"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":[0.0001086193,0.0001147603,0.0318042,0.00001379325,0.00003488461,0.00002100428,0.03282759,0.000002247725,0.0001997943,0.9338331,0.0003335566,0.000706422],"study_design_scores_gemma":[0.001193302,0.00009449913,0.02108835,0.0002384597,0.00002274149,0.000001754704,0.07220864,0.00001789581,0.000008219889,0.9026205,0.002258967,0.0002466622],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508834,0.00002113042,0.01083052,0.005261679,0.0003440224,0.0005143721,0.00007288484,0.00009198486,0.03197994],"genre_scores_gemma":[0.9866198,0.00002138406,0.007496602,0.0000453873,0.0000819724,0.000001116608,0.000002645858,0.00001578372,0.005715281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03938105,"threshold_uncertainty_score":0.8905619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02524543832255107,"score_gpt":0.3124295889880206,"score_spread":0.2871841506654696,"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."}}