{"id":"W125333405","doi":"10.15173/m.v1i7.655","title":"Synthesizing Human Antimicrobial Peptides: Harmful or Helpful?","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Chemical Synthesis and Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Antimicrobial; Human health; Computational biology; Medicine; Biology; Environmental health; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002979046,0.0001442214,0.0001537083,0.0000169985,0.0003212774,0.00005974844,0.0002961942,0.00007854252,0.0002130228],"category_scores_gemma":[0.000194964,0.00008428179,0.0001592764,0.00008645031,0.0001093347,0.000004201302,0.0001093783,0.00007935071,0.00009583667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001572227,"about_ca_system_score_gemma":0.00003838614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004290881,"about_ca_topic_score_gemma":0.00002177398,"domain_scores_codex":[0.9991298,0.00006238619,0.0001670101,0.0001928152,0.00009744977,0.0003505507],"domain_scores_gemma":[0.9993418,0.00003851325,0.00006649946,0.0003959947,0.00002834695,0.000128783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001972612,0.0001084133,0.00203618,0.00001040718,0.00007090951,2.840502e-7,0.0001067968,2.756614e-7,0.9826946,0.000027579,0.01341633,0.001508532],"study_design_scores_gemma":[0.00008127867,0.00001750076,0.0009112078,0.00001526852,0.00007270414,0.00001351686,0.0002903826,9.832555e-7,0.907816,0.00000952306,0.09061586,0.0001557672],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964446,0.000403754,0.00003580692,0.001022458,0.0001440783,0.00007455383,0.000005252504,0.00001345114,0.001856064],"genre_scores_gemma":[0.9945424,0.00005339569,0.0002243159,0.0006119242,0.001480949,0.00001672027,0.00002039903,0.00002455113,0.003025322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07719953,"threshold_uncertainty_score":0.3436912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02415469428131808,"score_gpt":0.2922806135692118,"score_spread":0.2681259192878938,"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."}}