{"id":"W1566677498","doi":"10.1108/09504120910978979","title":"Historical Math Monographs","year":2009,"lang":"en","type":"article","venue":"Reference Reviews","topic":"Historical Geography and Cartography","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Mathematics education; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008554604,0.0001373344,0.0003655426,0.0001450865,0.0004170314,0.00003839811,0.0003447636,0.0001271426,0.0001466794],"category_scores_gemma":[0.000132348,0.0001106206,0.0003543097,0.001287484,0.00008271425,0.0001477574,0.000009136142,0.0002058533,0.0002220297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001762497,"about_ca_system_score_gemma":0.00004876314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002882529,"about_ca_topic_score_gemma":0.00008148229,"domain_scores_codex":[0.9983768,0.0003017072,0.0003450623,0.0002643171,0.000329115,0.0003829246],"domain_scores_gemma":[0.999234,0.00003497001,0.0001214628,0.0002824686,0.00005770107,0.0002694041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004650677,0.0001150182,0.001252079,0.00001260799,0.00000455947,0.000003390494,0.001385465,4.42138e-8,0.00002593599,0.2756833,0.06110671,0.6604062],"study_design_scores_gemma":[0.00004413498,0.00006591058,0.001253425,0.00003407133,0.00001631717,4.296132e-7,0.00005101912,3.045057e-7,8.669163e-7,0.004509768,0.9938775,0.0001462478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004316381,0.1966579,0.0009546407,0.003542021,0.001100659,0.0009142479,0.000002928298,0.0004415508,0.7920697],"genre_scores_gemma":[0.5015877,0.4736962,0.005819846,0.00259057,0.00104112,0.0001415237,0.00001286643,0.00002251738,0.01508761],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9327708,"threshold_uncertainty_score":0.4510976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07476044123739768,"score_gpt":0.3301553989748636,"score_spread":0.2553949577374659,"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."}}