{"id":"W1964288741","doi":"10.1016/j.ejca.2014.08.001","title":"Reply to Verlingue, Koscielny and Ferté","year":2014,"lang":"en","type":"letter","venue":"European Journal of Cancer","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Geology; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.001365413,0.0001790122,0.0007418347,0.0002475977,0.00005300165,0.00003162201,0.0002076033,0.0000917555,0.0003925629],"category_scores_gemma":[0.0004876195,0.0001276169,0.0001219743,0.0000990715,0.0001097436,0.00002807655,0.00006730678,0.001673416,0.00009696054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001148072,"about_ca_system_score_gemma":0.0003915453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003044036,"about_ca_topic_score_gemma":0.000001464035,"domain_scores_codex":[0.9980242,0.0003902355,0.000513415,0.0002060145,0.0005685056,0.000297581],"domain_scores_gemma":[0.998543,0.0001600267,0.0003235371,0.0002669402,0.0004353034,0.0002712052],"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":[0.0002120832,0.00001036345,0.00517073,0.0001246163,0.0001949248,0.004808575,0.0001737288,6.459293e-7,0.0001052034,0.00000147632,0.9781803,0.01101728],"study_design_scores_gemma":[0.001121185,0.001132739,0.01772067,0.0008433934,0.0003509171,0.0009231408,0.00001077839,0.000007165203,0.0000199344,0.00000908478,0.9777437,0.0001172871],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01422352,0.003186169,0.0002666983,0.9364591,0.0006514324,0.0001902718,0.00000556295,0.00001060042,0.04500665],"genre_scores_gemma":[0.003556511,0.001141291,0.00134623,0.9467983,0.01263527,0.000002344195,0.000003315212,0.00007098899,0.03444576],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01254994,"threshold_uncertainty_score":0.7270255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04507503816458584,"score_gpt":0.3560021840649595,"score_spread":0.3109271459003737,"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."}}