{"id":"W2482801888","doi":"10.1017/s0317167100117743","title":"Books Reviews - Neuropath. 2008. By Scott Bakker. Published by Orion Books. 306 pages. Price C$35 approx.","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Neurology and Historical Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatoon Medical Imaging","funders":"","keywords":"Approx; Art; Computer science; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.005860431,0.0008276558,0.001271348,0.0009872909,0.006550029,0.001589769,0.004757859,0.0003974942,0.0003065444],"category_scores_gemma":[0.01048081,0.0005699323,0.0005036435,0.002426974,0.009198269,0.002542555,0.0001575193,0.003228409,0.00002629573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003856696,"about_ca_system_score_gemma":0.001751311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000446834,"about_ca_topic_score_gemma":0.004242176,"domain_scores_codex":[0.9889185,0.003118386,0.001979728,0.001614776,0.00150003,0.002868598],"domain_scores_gemma":[0.9928461,0.001166203,0.001914189,0.0003952664,0.000352696,0.003325492],"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":[0.0005971069,0.000558319,0.1022286,0.00003915354,0.00002776827,0.01782333,0.0009768854,0.0005029298,0.02028232,0.004994402,0.8210447,0.03092444],"study_design_scores_gemma":[0.001218642,0.1245976,0.01366359,0.0001063693,0.0001237172,0.03185358,0.00008681155,0.0005172336,0.005077479,0.02631376,0.7946599,0.001781424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.936401,0.01707812,0.00009722765,0.0251637,0.002764991,0.0006061249,0.00004669836,0.00009653032,0.01774558],"genre_scores_gemma":[0.9527573,0.008174757,0.0003939262,0.03765927,0.0004848353,0.000009690423,8.729652e-7,0.0000282864,0.0004910883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1240392,"threshold_uncertainty_score":0.9996752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04653783269668196,"score_gpt":0.2593547745782089,"score_spread":0.212816941881527,"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."}}