{"id":"W7097453794","doi":"","title":"Section on Statistical Education – JSM 2011 Including Student Ability to Assess Learning with Other Assessment Tools","year":2013,"lang":"en","type":"article","venue":"","topic":"Statistics Education and Methodologies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Wonder; Section (typography); Statistics education; Quarter (Canadian coin); Statistical analysis; Multiple choice","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009899625,0.0001650494,0.0002168443,0.0001041852,0.000157062,0.0001893096,0.0001155217,0.00006029737,0.004579619],"category_scores_gemma":[0.001928211,0.0001221766,0.00002174037,0.0001007111,0.00003439474,0.0001334299,0.00005339304,0.0002454865,0.0002464306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003035665,"about_ca_system_score_gemma":0.0002447497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002083978,"about_ca_topic_score_gemma":0.00003798509,"domain_scores_codex":[0.9983545,0.0004470005,0.0002946233,0.0003243,0.0003593442,0.0002202167],"domain_scores_gemma":[0.9958492,0.003327249,0.0001201676,0.0002752071,0.000293552,0.0001346336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005902922,0.002023902,0.05245876,0.0001987144,0.00008666831,6.459717e-7,0.002881722,0.0002553086,0.003327527,0.7913041,0.08369198,0.06371163],"study_design_scores_gemma":[0.0006653324,0.001193271,0.8495125,0.0001290899,0.00008579419,0.000009837085,0.02079537,0.0003920664,0.00155674,0.1097909,0.0151585,0.0007106106],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3268879,0.000001444627,0.6365977,0.0005956746,0.0007279794,0.0007952583,0.000006992764,0.0001383099,0.0342487],"genre_scores_gemma":[0.3971858,0.000001548622,0.5963007,0.0004267132,0.000134336,0.0003884738,0.00001201742,0.00002500123,0.005525387],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7970537,"threshold_uncertainty_score":0.9963303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3918302017786122,"score_gpt":0.5347762265232371,"score_spread":0.1429460247446249,"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."}}