{"id":"W4251940818","doi":"10.1006/bulm.1999.0111","title":"Book Reviews","year":2000,"lang":"en","type":"article","venue":"Bulletin of Mathematical Biology","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Biology; Computational biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004186887,0.001038661,0.0008958939,0.00333878,0.0008962555,0.003041912,0.001087367,0.001079075,0.4241339],"category_scores_gemma":[0.001527031,0.0003849319,0.0004636229,0.003147934,0.0005623257,0.002110168,0.001249734,0.001543404,0.395851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001164069,"about_ca_system_score_gemma":0.001455634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00196306,"about_ca_topic_score_gemma":0.005574522,"domain_scores_codex":[0.9996606,0.00003094625,0.00001032195,0.00005024135,0.0002198017,0.0000281468],"domain_scores_gemma":[0.9993474,0.0001195911,0.00004104279,0.00007946349,0.0002667995,0.000145543],"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":[0.000009225545,0.00001738718,0.00003544272,0.0001431067,0.000002344437,0.00001393684,0.00001842514,0.0000526769,0.0002092793,0.004306369,0.9014764,0.09371538],"study_design_scores_gemma":[0.000002039639,0.000004280508,0.00007995246,0.00004596212,0.00000183909,0.00002288909,0.000009097683,0.0000185083,0.0000371368,0.001095719,0.9986809,0.000001593483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004823272,0.05963228,0.001922786,0.007731339,0.01394781,0.00009137404,0.0009715045,0.0006937284,0.9145269],"genre_scores_gemma":[0.0007602421,0.01233597,0.0004987231,0.001199954,0.001888188,0.00002826057,0.0004573172,0.0001380393,0.9826933],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4241339,"threshold_uncertainty_score":0.8214031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02402586644404807,"score_gpt":0.2875224672956249,"score_spread":0.2634966008515768,"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."}}