{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001151074,0.0001401877,0.0002734716,0.0001398342,0.00005845741,0.000002732257,0.0001482896,0.0001656246,0.0004147203],"category_scores_gemma":[0.0002391731,0.0001079926,0.00004897401,0.00008566298,0.0002108749,0.0001079423,0.00009105146,0.00009077636,0.0007509401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002563004,"about_ca_system_score_gemma":0.0003113358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003416199,"about_ca_topic_score_gemma":0.0001233597,"domain_scores_codex":[0.9989579,0.0001432557,0.0003192727,0.0002730669,0.00001461998,0.0002918872],"domain_scores_gemma":[0.9994394,0.0001697085,0.0001051194,0.00019972,0.00005728157,0.00002874734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009430514,0.00003240583,0.001049208,0.000006913982,0.0000268886,8.076833e-7,0.0002825173,0.000002388404,0.9452639,0.0096763,0.04312266,0.0004417379],"study_design_scores_gemma":[0.001561595,0.0001335474,0.3276981,0.0001225689,0.000008406108,0.000005657375,0.0001364402,0.000001670243,0.06392842,0.001258047,0.6047905,0.0003551213],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817606,0.000527527,0.0005151478,0.01570479,0.000763348,0.0002123824,0.000008588195,0.00006474002,0.0004428962],"genre_scores_gemma":[0.967117,0.00008319355,0.0003197479,0.02833331,0.000036933,0.0000461941,0.00003954682,0.00001434164,0.004009712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8813354,"threshold_uncertainty_score":0.9652066,"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."}}