{"id":"W4411378438","doi":"10.17157/mat.12.3.10020","title":"Haunting Biology : Book Forum","year":2025,"lang":"en","type":"article","venue":"Medicine Anthropology Theory","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Biology; Library science; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009921831,0.0001997781,0.0003058074,0.0002057313,0.0002276449,0.000006933341,0.0004204296,0.000365435,0.002034869],"category_scores_gemma":[0.001397504,0.0001480284,0.00008108958,0.0001696073,0.003543701,0.00000345406,0.000351538,0.0002282173,0.00005528576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001714718,"about_ca_system_score_gemma":0.0001628258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004589025,"about_ca_topic_score_gemma":0.00003328613,"domain_scores_codex":[0.9982846,0.0002164573,0.000415804,0.0003572901,0.0001296541,0.0005962386],"domain_scores_gemma":[0.9990433,0.0001364101,0.00008618187,0.0004793231,0.0001321926,0.0001226054],"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":[0.0004024385,0.0001723347,0.01074353,0.0001645825,0.0003900092,0.00001370093,0.0003221523,0.000001392698,0.1923801,0.04845318,0.4033818,0.3435747],"study_design_scores_gemma":[0.001526489,0.001322811,0.0006085922,0.00006823846,0.00005074161,0.00002148409,0.007214278,0.00007150702,0.04902292,0.0187815,0.9210678,0.0002436724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09060933,0.0635765,0.3027017,0.1000602,0.007706765,0.001301786,0.00005394878,0.0001877981,0.433802],"genre_scores_gemma":[0.9461771,0.006328772,0.0006991968,0.0234706,0.0008661343,0.00003533189,0.0002643496,0.0000275702,0.0221309],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8555678,"threshold_uncertainty_score":0.9991681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01073397281010265,"score_gpt":0.336792445727906,"score_spread":0.3260584729178034,"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."}}