{"id":"W2999816348","doi":"10.1002/edn3.65","title":"Analytical validation and field testing of a specific qPCR assay for environmental DNA detection of invasive European green crab (<i>Carcinus maenas</i>)","year":2020,"lang":"en","type":"article","venue":"Environmental DNA","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada; South Australian Research and Development Institute; Australian Government","keywords":"Carcinus maenas; Environmental DNA; Biology; Shellfish; Fishery; Ecology; Aquatic animal; Zoology; Decapoda; Biodiversity; Crustacean; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00271613,0.0007207281,0.0003573946,0.0004866825,0.0004493459,0.0004424913,0.0005590351,0.0007000587,0.0006235092],"category_scores_gemma":[0.002416149,0.000329823,0.0005608928,0.0003524149,0.0006906695,0.0001947168,0.0004788098,0.0003879496,0.000440047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004898483,"about_ca_system_score_gemma":0.001013807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006806333,"about_ca_topic_score_gemma":0.01077196,"domain_scores_codex":[0.9972237,0.0007545816,0.0002165159,0.000645003,0.0009843416,0.0001759649],"domain_scores_gemma":[0.997676,0.0005181299,0.0002758259,0.0002211719,0.001208529,0.0001005159],"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":[0.00005391513,0.0001613117,0.00656148,0.00008474512,0.00001356666,0.00005172304,0.0001915779,0.001285286,0.9878077,0.00006627116,0.00007992623,0.003642435],"study_design_scores_gemma":[0.00002150775,0.002828324,0.01823051,0.00003331493,0.00006632735,0.000186381,0.0002112439,0.006815607,0.9691229,0.00004727011,0.00240713,0.00002952665],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9399852,0.0001507433,0.0562082,0.00009807669,0.00003194596,0.0008942452,0.0008165952,0.0002696177,0.001545438],"genre_scores_gemma":[0.9097455,0.0002106605,0.08321737,0.0002160257,0.00001409355,0.001054803,0.002093604,0.00005434373,0.003393602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006806333,"threshold_uncertainty_score":0.01436442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02573159281690877,"score_gpt":0.1947873361184552,"score_spread":0.1690557433015464,"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."}}