{"id":"W4200491915","doi":"10.1101/2021.12.25.473725","title":"Survival and detection of bivalve transmissible neoplasia from the soft-shell clam <i>Mya arenaria</i> (MarBTN) in seawater","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Seawater; Salinity; Biology; DNA; Zoology; Water column; Transmission (telecommunications); Ecology; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001496873,0.0002236777,0.0001710679,0.0001955093,0.0001816289,0.0003058714,0.0001890262,0.0003166853,0.0007081894],"category_scores_gemma":[0.0002391456,0.0000993746,0.0001899898,0.000133947,0.0001463893,0.0001794674,0.0003351232,0.000288979,0.0002713876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002461991,"about_ca_system_score_gemma":0.0001062977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002251901,"about_ca_topic_score_gemma":0.003439352,"domain_scores_codex":[0.9998649,0.00001775332,0.00001258657,0.00004188945,0.000041901,0.00002082889],"domain_scores_gemma":[0.9998192,0.00002350709,0.00006019611,0.00001614094,0.00004652181,0.00003442865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000441534,0.00001292617,0.006707544,0.00001657059,0.000003994216,0.00003091262,0.00006030353,0.00004052029,0.9923665,0.0000140293,0.00001480619,0.0006876766],"study_design_scores_gemma":[0.00001424095,0.001793463,0.366677,0.00002643064,0.00003693729,0.0006171134,0.0007049869,0.001763813,0.6258201,0.0000700543,0.002451194,0.0000246278],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998526,0.0001472138,0.0003903348,0.00002157224,0.0000046315,0.00000890811,0.0002751717,0.00001351058,0.0006127192],"genre_scores_gemma":[0.9966106,0.00008589541,0.0007305745,0.00003610709,0.000002978912,0.00002679599,0.001026812,0.000007955584,0.001472372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002251901,"threshold_uncertainty_score":0.00447762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009977284777038537,"score_gpt":0.1796404327036683,"score_spread":0.1696631479266298,"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."}}