{"id":"W2237577935","doi":"","title":"Warm Bodies Using Cold Mathematics","year":2011,"lang":"en","type":"article","venue":"Antistasis","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Argument (complex analysis); Set (abstract data type); Mathematics education; Power (physics); Deliberation; Mathematics; Computer science; Political 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":[0.007863091,0.001069366,0.0007604467,0.002025634,0.01089502,0.01271538,0.001032792,0.003156535,0.01283142],"category_scores_gemma":[0.01663761,0.0005636673,0.0008281269,0.0007027525,0.06222276,0.01178701,0.01309269,0.008739372,0.005125581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00376359,"about_ca_system_score_gemma":0.002956375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001855909,"about_ca_topic_score_gemma":0.001494558,"domain_scores_codex":[0.9866893,0.007924921,0.0003248467,0.001306628,0.002711556,0.001042806],"domain_scores_gemma":[0.9876246,0.004463307,0.001816958,0.002322094,0.001977669,0.001795287],"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":[0.00008594612,0.00007810578,0.001875462,0.0002421565,0.00006491043,0.0003897775,0.07668812,0.0003627682,0.004711058,0.8506343,0.0300035,0.03486391],"study_design_scores_gemma":[0.0000311345,0.0001334075,0.001518511,0.000671206,0.00005013525,0.0004971581,0.02332623,0.0004084915,0.003240948,0.3000006,0.6700335,0.00008866127],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.06193681,0.009591764,0.0650057,0.1209064,0.005411074,0.0001756818,0.0001110614,0.0007421818,0.7361194],"genre_scores_gemma":[0.7926245,0.003865434,0.02110102,0.02505616,0.00208099,0.0002431338,0.0001005033,0.0007666127,0.1541617],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01283142,"threshold_uncertainty_score":0.04292536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1598269327912115,"score_gpt":0.3688084124775556,"score_spread":0.2089814796863441,"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."}}