{"id":"W2368746595","doi":"","title":"Statistics Education and Career Opportunities in USA and Canada","year":2001,"lang":"en","type":"article","venue":"Journal of Hangzhou Institute of Electronic Engineering","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001403787,0.0001765881,0.0003104382,0.003912903,0.009307625,0.003506353,0.0008057173,0.0008294181,0.009376158],"category_scores_gemma":[0.005702543,0.0002260601,0.0003105765,0.006629368,0.001980851,0.0008586514,0.002857869,0.002431815,0.0004683495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04099406,"about_ca_system_score_gemma":0.1107875,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9778347,"about_ca_topic_score_gemma":0.9942704,"domain_scores_codex":[0.9957723,0.0002298077,0.00007087866,0.0001686219,0.0007436622,0.003014671],"domain_scores_gemma":[0.9829852,0.0007686645,0.0008376731,0.0001141728,0.003203252,0.01209097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005735914,0.000349978,0.5000743,0.000274129,0.00008044021,0.0022533,0.0390453,0.0009043562,0.0007429032,0.1399503,0.1080389,0.2077125],"study_design_scores_gemma":[0.00003778439,0.00007378068,0.7306007,0.000398555,0.00002330805,0.0003473955,0.04337963,0.0007826662,0.0003341537,0.002317723,0.2215982,0.0001060999],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8200294,0.007114905,0.0002783333,0.05629599,0.0006239042,0.00004436476,0.003011759,0.00007739197,0.112524],"genre_scores_gemma":[0.973021,0.002659668,0.0001441699,0.00193396,0.00006394324,0.00001193951,0.0005632624,0.00002201028,0.02158005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04099406,"threshold_uncertainty_score":0.2974342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02201608955264258,"score_gpt":0.2602450924303927,"score_spread":0.2382290028777501,"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."}}