{"id":"W2793748119","doi":"10.1111/eva.12616","title":"Fourth International Biannual Evolution and Cancer Conference (Resistance, resilience, and robustness: Can we target cancer's evolutionary and ecological nature?)","year":2018,"lang":"en","type":"article","venue":"Evolutionary Applications","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Robustness (evolution); Biology; Resistance (ecology); Cancer; Ecology; Environmental ethics; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00569006,0.001425252,0.0009182942,0.001345256,0.002361464,0.005622891,0.002198899,0.005223333,0.05187248],"category_scores_gemma":[0.006484373,0.0003234673,0.001275478,0.0009380284,0.001791147,0.003962699,0.005487312,0.008503042,0.01622723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003523884,"about_ca_system_score_gemma":0.005482973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003487715,"about_ca_topic_score_gemma":0.008723878,"domain_scores_codex":[0.9977881,0.000563273,0.00006788495,0.0002857896,0.000643577,0.0006513353],"domain_scores_gemma":[0.9953389,0.0006251395,0.0001783711,0.0001956242,0.001239113,0.00242283],"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":[0.00004025404,0.00002575089,0.0002442429,0.0001511429,0.00001467774,0.00004888068,0.0001076847,0.0001031047,0.0002627708,0.00310762,0.9680271,0.02786681],"study_design_scores_gemma":[0.000006786576,0.00002096502,0.000514163,0.0002180731,0.000009806157,0.00005559605,0.0001808685,0.00007181831,0.0001457405,0.002525118,0.9962394,0.00001168502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.004029333,0.1218959,0.00580066,0.3659924,0.4110869,0.0002804468,0.002325392,0.0006722642,0.0879166],"genre_scores_gemma":[0.0502197,0.1249276,0.00824217,0.1061703,0.2081961,0.001129154,0.007486681,0.001170866,0.4924574],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05187248,"threshold_uncertainty_score":0.1735307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006646478623972823,"score_gpt":0.2558137132735386,"score_spread":0.2491672346495658,"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."}}