{"id":"W3204621924","doi":"10.29173/assert20","title":"RBG Set the Record Straight, Our Curriculum Should Too","year":2021,"lang":"en","type":"article","venue":"Annals of Social Studies Education Research for Teachers","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Curriculum; Computer science; Mathematics education; Mathematics; Programming language; Psychology; Pedagogy","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":[0.001607672,0.00009873545,0.000294982,0.0000660344,0.0007476442,0.00001182138,0.0001468216,0.0001161232,0.00007652937],"category_scores_gemma":[0.002118023,0.00006808669,0.0001688041,0.0003956064,0.0004691622,0.0000670479,0.00004631019,0.0004383702,0.00000553541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001300719,"about_ca_system_score_gemma":0.0008912276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005120601,"about_ca_topic_score_gemma":0.00007816356,"domain_scores_codex":[0.9985057,0.0002981426,0.0002456272,0.0002247299,0.0003707696,0.0003551067],"domain_scores_gemma":[0.9974794,0.0004447335,0.00009738651,0.0001836112,0.001726197,0.00006870346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000809796,0.0004899942,0.004137625,0.00009014003,0.0005114332,0.000001738825,0.01521651,6.65798e-7,0.0001283441,0.004641972,0.8662526,0.108448],"study_design_scores_gemma":[0.0003685335,0.0003128471,0.005383387,0.00003967398,0.00002818484,0.000003808891,0.2298207,0.000002237276,0.0007019654,0.004366413,0.7588986,0.00007371647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3311759,0.02335581,0.0001155602,0.6288406,0.001943187,0.001348643,0.00003477798,0.00003985009,0.01314567],"genre_scores_gemma":[0.87711,0.02564056,0.003453609,0.0103688,0.006351609,0.001043808,0.0001018703,0.00006070274,0.07586901],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6184718,"threshold_uncertainty_score":0.575035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4335160700632843,"score_gpt":0.6410657696818389,"score_spread":0.2075496996185546,"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."}}