{"id":"W7022390325","doi":"","title":"Survivor Math","year":2008,"lang":"en","type":"other","venue":"The Atrium (University of Guelph)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Elementary mathematics; Mathematical logic; Calculus (dental)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004668127,0.0005412576,0.0003221059,0.00118503,0.00336031,0.002403989,0.001111133,0.0007295332,0.6372305],"category_scores_gemma":[0.002179006,0.000298111,0.0002636236,0.0007911081,0.0004383848,0.001996325,0.002880382,0.001149084,0.2117787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001509575,"about_ca_system_score_gemma":0.003623933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01238714,"about_ca_topic_score_gemma":0.07386952,"domain_scores_codex":[0.9997064,0.00004526461,0.000009310501,0.0000462239,0.000101864,0.00009089313],"domain_scores_gemma":[0.9978074,0.0001331285,0.00007221274,0.0001847102,0.0004407422,0.001361828],"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":[0.00002578519,0.00006851805,0.0006664459,0.00004239009,8.321712e-7,0.0001123578,0.0003026577,0.00003046705,0.00008886763,0.009938093,0.9107752,0.07794829],"study_design_scores_gemma":[0.000005370982,0.00001680659,0.000942573,0.00002971352,8.979767e-7,0.0001154811,0.0002661787,0.000046149,0.0001294255,0.001310635,0.9971343,0.000002356513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004107175,0.0001429906,0.0008202855,0.003181395,0.0004770445,0.00007873531,0.001988563,0.001117704,0.9880861],"genre_scores_gemma":[0.00572593,0.0001505871,0.0005093163,0.0002723084,0.00006165734,0.00002858882,0.0006960449,0.0001956729,0.9923599],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3627695,"threshold_uncertainty_score":0.5174466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01851754755558603,"score_gpt":0.2072302903011384,"score_spread":0.1887127427455524,"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."}}