{"id":"W3171755670","doi":"10.29173/assert18","title":"Interrupting and Disrupting Single Stories","year":2021,"lang":"en","type":"article","venue":"Annals of Social Studies Education Research for Teachers","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002178427,0.00008995007,0.000243248,0.00005491489,0.004231018,0.00008526783,0.0001230851,0.00007480581,0.00001873907],"category_scores_gemma":[0.00501457,0.00008471292,0.0001126264,0.0003869279,0.001440802,0.0002008346,0.0002161239,0.0001719797,0.000001573551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001656327,"about_ca_system_score_gemma":0.0003156273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007163992,"about_ca_topic_score_gemma":0.002355326,"domain_scores_codex":[0.9982632,0.0004281697,0.0002363577,0.0002191033,0.000413478,0.0004397121],"domain_scores_gemma":[0.9965006,0.0006295424,0.0001049528,0.00005243289,0.002640243,0.00007220014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001740482,0.0001605779,0.0009650624,0.00008238556,0.0001833431,3.941772e-7,0.8387755,9.474208e-8,0.0003446384,0.05811737,0.03674953,0.06460375],"study_design_scores_gemma":[0.00006023252,0.00006036162,0.001321413,0.00004967608,0.000008539121,1.218733e-7,0.8087699,2.130452e-7,0.0003468043,0.009338205,0.1799627,0.00008176122],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8758349,0.008543129,0.000006060886,0.07949623,0.0005764213,0.0003383995,0.0000104856,0.00003257037,0.03516177],"genre_scores_gemma":[0.9854711,0.001411629,0.000227374,0.0001505073,0.001037473,0.0001102913,0.000007035983,0.000009499794,0.01157514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1432132,"threshold_uncertainty_score":0.9970654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5515161253068637,"score_gpt":0.6156943356627473,"score_spread":0.06417821035588367,"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."}}