{"id":"W2485647662","doi":"10.1093/conphys/cow025","title":"Life history linked to immune investment in developing amphibians","year":2016,"lang":"en","type":"article","venue":"Conservation Physiology","topic":"Antimicrobial Peptides and Activities","field":"Immunology and Microbiology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Biology; Amphibian; Larva; Metamorphosis; Pace; Host (biology); Ecology; Antimicrobial peptides; Zoology; Investment (military); Antimicrobial; Microbiology","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":[0.0001053748,0.0001187719,0.0001125607,0.0005580891,0.000134668,0.0002534604,0.0001332892,0.0001339739,0.002231233],"category_scores_gemma":[0.0004135729,0.00009311805,0.00009873127,0.0001829651,0.0001928293,0.0001455268,0.0002136925,0.0002263977,0.0001977898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001818088,"about_ca_system_score_gemma":0.00008491697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000626259,"about_ca_topic_score_gemma":0.00145213,"domain_scores_codex":[0.9999392,0.00001409401,0.000003417911,0.00002011557,0.000007310845,0.0000158351],"domain_scores_gemma":[0.9994841,0.00006778485,0.000270905,0.00001801781,0.00002987702,0.0001292429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007212292,0.0001120154,0.8047419,0.00006619574,0.00007071341,0.0003525283,0.0003039383,0.0002853425,0.1812654,0.0002216367,0.0001621965,0.01169695],"study_design_scores_gemma":[0.0000012417,0.00009568559,0.9987614,0.000001907707,0.00000629307,0.0001204464,0.00004328104,0.00007362977,0.0007460773,0.00002502796,0.0001228357,0.000002024579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993549,0.0001888922,0.00005136619,0.000009365797,7.987634e-7,0.000001755487,0.00007981414,0.000002648778,0.000310498],"genre_scores_gemma":[0.9993111,0.00009409608,0.000122478,0.00001077272,0.000003798029,0.000005182871,0.0001209494,0.00000292031,0.0003288344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002231233,"threshold_uncertainty_score":0.00746423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03319825601959733,"score_gpt":0.227658987110304,"score_spread":0.1944607310907067,"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."}}