{"id":"W4252146406","doi":"10.3410/f.718544357.793499146","title":"Faculty Opinions recommendation of Evolution of acute infections and the invasion-persistence trade-off.","year":2014,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Yersinia bacterium, plague, ectoparasites research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Persistence (discontinuity); Biology; Evolutionary biology; Medicine; Genealogy; Geography; History; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.001593982,0.001596249,0.001433608,0.003117236,0.0005365867,0.00251637,0.002599159,0.002375432,0.06374228],"category_scores_gemma":[0.0141893,0.0005570674,0.001772641,0.004771865,0.0003104912,0.00141764,0.001546404,0.001530643,0.04348857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001391833,"about_ca_system_score_gemma":0.00268437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02077004,"about_ca_topic_score_gemma":0.04769526,"domain_scores_codex":[0.9987565,0.0002224118,0.0001300547,0.000422423,0.0003075186,0.0001610856],"domain_scores_gemma":[0.9952521,0.001658583,0.0008018392,0.000844999,0.000877742,0.0005647166],"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":[0.0001650111,0.00002638518,0.006731222,0.001159611,0.0001751046,0.00002583734,0.00001401536,0.0004391111,0.0001290724,0.0003806203,0.986052,0.004702026],"study_design_scores_gemma":[0.0005882462,0.00004469752,0.03022424,0.0007557698,0.0003028812,0.0001643508,0.00006084453,0.001654429,0.0004917165,0.002048711,0.9636121,0.00005194688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003376465,0.0002046711,0.00007784079,0.0001726675,0.00003805565,0.000007991524,0.9982774,0.0002241758,0.0006594784],"genre_scores_gemma":[0.001781997,0.0001924368,0.0003536979,0.0001503274,0.0000260311,0.00004422713,0.9961048,0.00006812072,0.001278243],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06374228,"threshold_uncertainty_score":0.2132392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02155519358778308,"score_gpt":0.333051626738961,"score_spread":0.3114964331511779,"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."}}