{"id":"W4312164122","doi":"10.1002/cjs.11750","title":"A conversation with Nancy Reid","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Statistics","topic":"Statistics Education and Methodologies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto","funders":"","keywords":"Medal; Bachelor; Conversation; Library science; Statistics education; Statistician; Sociology; Statistics; Mathematics; History; Political science; Art history; Law; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005786192,0.00007318448,0.000159978,0.0002009353,0.0002002114,0.00002815224,0.0001487434,0.00001653325,0.001491461],"category_scores_gemma":[0.001908761,0.00006656875,0.00001981152,0.0001503706,0.00007582099,0.00003675096,0.000007768035,0.0002294488,0.000003927326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002415116,"about_ca_system_score_gemma":0.002267847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004447892,"about_ca_topic_score_gemma":0.002511342,"domain_scores_codex":[0.9991125,0.0001581203,0.00028221,0.00006463193,0.0002153367,0.0001671414],"domain_scores_gemma":[0.9981796,0.0008091379,0.0003446481,0.0001092609,0.0003076524,0.0002496904],"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":[0.00004810591,0.00002910236,0.003360005,0.00005138405,0.0000735204,0.0004559793,0.006280114,0.0001036928,0.00001611496,0.5551075,0.4285045,0.00597002],"study_design_scores_gemma":[0.001473935,0.001082481,0.006578276,0.00005521135,0.0002273128,0.001623928,0.01840129,0.0002136827,0.0001225724,0.7644889,0.2053507,0.0003816618],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02142773,0.0002297634,0.9691671,0.001642323,0.002981248,0.0002234514,0.002072929,0.0000153925,0.002240035],"genre_scores_gemma":[0.29243,0.0000117157,0.7057387,0.000326035,0.00009100707,0.00000687418,0.00002208814,0.00002392587,0.001349632],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2710023,"threshold_uncertainty_score":0.9994213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1472464760574049,"score_gpt":0.3355653355097957,"score_spread":0.1883188594523909,"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."}}