{"id":"W6929349303","doi":"10.5061/dryad.66t1g1jz2","title":"Analytical validation and field testing of a specific qPCR assay for environmental DNA detection of invasive European green crab - Collected and Generated Data","year":2020,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Environmental DNA; Shellfish; Aquatic animal; Plankton; Seawater; Polymerase chain reaction; In silico","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004570757,0.0009621736,0.0004271368,0.0006616312,0.0005363385,0.0005024205,0.0007169614,0.0009860219,0.000587239],"category_scores_gemma":[0.004474064,0.0003939378,0.0006832598,0.0004787616,0.0009211831,0.0002456485,0.0006139966,0.0005192162,0.0004519564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005550589,"about_ca_system_score_gemma":0.001257681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004803264,"about_ca_topic_score_gemma":0.008789692,"domain_scores_codex":[0.994302,0.00175401,0.0005051964,0.001131972,0.002007184,0.0002996676],"domain_scores_gemma":[0.996305,0.0008596571,0.0003919911,0.0004556618,0.001852227,0.0001355035],"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":[0.00006813031,0.0002872831,0.007110407,0.0001315045,0.0000198642,0.00006750703,0.0002809407,0.002296468,0.9841185,0.0001376215,0.0001023044,0.005379459],"study_design_scores_gemma":[0.00002389153,0.002893323,0.01285735,0.00004846434,0.00007429048,0.0002185066,0.0001946282,0.007966508,0.9725931,0.00007592026,0.003018115,0.00003586373],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.8758039,0.0002748006,0.1180882,0.0001664848,0.00004829254,0.001755007,0.001152399,0.0003353609,0.00237552],"genre_scores_gemma":[0.8170524,0.0004104305,0.171843,0.0003638597,0.00002465267,0.002113893,0.003650952,0.00007879441,0.00446196],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.004803264,"threshold_uncertainty_score":0.02417272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05506267238350731,"score_gpt":0.2319146500778161,"score_spread":0.1768519776943088,"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."}}