{"id":"W3157131735","doi":"10.1101/2021.05.01.442262","title":"The potential of aquatic haematophagous, liquidosomatophagous and macrophagous leeches as a tool for iDNA characterisation","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Leech Biology and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum; University of Toronto","funders":"","keywords":"Leech; Invertebrate; Biology; Vertebrate; Annelid; Zoology; Ecology; Taxon; Taxonomic rank","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000524302,0.0004091811,0.0007150284,0.0001146557,0.0003345152,0.0001431894,0.0002726317,0.0006126897,0.00001522651],"category_scores_gemma":[0.0004519125,0.0003395795,0.0002261638,0.0002154602,0.0003180381,0.00008680637,0.000283396,0.0004866075,0.00001273336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009317003,"about_ca_system_score_gemma":0.0008092432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002831562,"about_ca_topic_score_gemma":0.00000136923,"domain_scores_codex":[0.9978095,0.0001117065,0.00070468,0.0007251885,0.0002495773,0.0003993576],"domain_scores_gemma":[0.9975091,0.0002041844,0.0005694641,0.001081952,0.0004798525,0.0001554144],"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":[0.0002177656,0.0002186397,0.002000653,0.0009681467,0.0003648769,0.00005724753,0.00003223097,0.000001534184,0.9951692,0.0008616116,0.00006194664,0.00004614938],"study_design_scores_gemma":[0.001771481,0.0003105496,0.1447395,0.0007135082,0.0007923245,0.00000243961,0.00003333435,0.000709411,0.8488913,0.0000495812,0.001368665,0.0006179019],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905137,0.003304007,0.001981971,0.00116825,0.0004265283,0.002299967,0.0001514962,0.0001517618,0.00000226966],"genre_scores_gemma":[0.9931688,0.0009459629,0.00382429,0.0002957099,0.0003656527,0.001294265,0.000005105067,0.00008161455,0.00001860654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1462779,"threshold_uncertainty_score":0.9999056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018829321028497,"score_gpt":0.2412290803671061,"score_spread":0.2310407871568211,"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."}}