{"id":"W4240304888","doi":"10.1007/978-0-387-98098-0_1","title":"Review","year":2009,"lang":"en","type":"book-chapter","venue":"Undergraduate texts in mathematics","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005916136,0.000622706,0.0007885206,0.002352705,0.0004978831,0.002381325,0.001268923,0.001183239,0.1554233],"category_scores_gemma":[0.003577741,0.0002325446,0.0003718251,0.00202122,0.0005194024,0.001636539,0.001467801,0.001487757,0.09166391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009091521,"about_ca_system_score_gemma":0.00277047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001480912,"about_ca_topic_score_gemma":0.002836026,"domain_scores_codex":[0.9995778,0.00006624824,0.0000287847,0.00007954673,0.0001886616,0.00005888875],"domain_scores_gemma":[0.9990044,0.0002417426,0.00008441407,0.00008280646,0.0004162676,0.0001703324],"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":[0.00002997308,0.00001647579,0.00009739614,0.001871729,0.00002378061,0.00006079377,0.00004055304,0.0000333795,0.0002695577,0.004057684,0.7770781,0.2164205],"study_design_scores_gemma":[0.000003192224,0.000003833256,0.0000787739,0.0004343356,0.00001095786,0.00006157596,0.00001341651,0.000003099154,0.00003640091,0.0005339746,0.9988182,0.000002103853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.000575218,0.7791237,0.001496023,0.01908358,0.03595514,0.0001100834,0.002613521,0.0004159308,0.1606268],"genre_scores_gemma":[0.005506991,0.7323871,0.001336711,0.02347613,0.02043986,0.0001341058,0.003886152,0.0002003865,0.2126326],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8445767,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05521371038548211,"score_gpt":0.3028989039573555,"score_spread":0.2476851935718734,"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."}}