{"id":"W4251941113","doi":"10.1007/978-1-4614-5491-5_200326","title":"Atwood Number","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Mathematical Theories","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002733756,0.0009477988,0.0006433149,0.002225625,0.001726378,0.003693487,0.0008168934,0.0007619612,0.129786],"category_scores_gemma":[0.0009122986,0.000333862,0.0003641708,0.002033177,0.001352529,0.004116504,0.001464596,0.003052669,0.05064717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001979861,"about_ca_system_score_gemma":0.001005506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001390766,"about_ca_topic_score_gemma":0.003459511,"domain_scores_codex":[0.9996684,0.00005066719,0.00001080744,0.00006309923,0.0001719119,0.00003501717],"domain_scores_gemma":[0.9998162,0.00004826143,0.00001193359,0.00003529215,0.00005580215,0.00003251101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001340102,0.00001312476,0.00004897982,0.00008592645,0.00000300164,0.00002433283,0.0001574461,0.0001836783,0.0002297374,0.7419096,0.1883485,0.0689825],"study_design_scores_gemma":[0.000002697367,0.000005873958,0.00010754,0.00007321272,0.000003541205,0.00005999344,0.00004606182,0.0002146862,0.0001424704,0.1429105,0.8564286,0.000004889646],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004644279,0.003436601,0.00274903,0.0007213183,0.001162135,0.000009661589,0.0001081772,0.00009969321,0.9912488],"genre_scores_gemma":[0.00907721,0.002652252,0.001160902,0.0002926125,0.0005917685,0.00002082148,0.0001366138,0.0001728628,0.9858949],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.129786,"threshold_uncertainty_score":0.4341773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1574895275025275,"score_gpt":0.3797056255503366,"score_spread":0.2222160980478091,"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."}}