{"id":"W3014483120","doi":"10.3389/fmars.2020.00153","title":"Horseshoe Crab Aquaculture as a Sustainable Endotoxin Testing Source","year":2020,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Goddard Space Flight Center; Georgia Sea Grant, University of Georgia; Small Business Innovation Research; North Carolina Sea Grant, North Carolina State University; National Science Foundation","keywords":"Horseshoe crab; Aquaculture; Fishery; Environmental science; Fish <Actinopterygii>; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0007221596,0.0005212064,0.0003782892,0.0008504831,0.0009471925,0.001305719,0.0006166362,0.0006038555,0.003389742],"category_scores_gemma":[0.0006238368,0.0001749961,0.0004180584,0.0006891825,0.0005622604,0.0007745189,0.001828539,0.0005961259,0.001405043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006027768,"about_ca_system_score_gemma":0.001528029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001463171,"about_ca_topic_score_gemma":0.004139907,"domain_scores_codex":[0.9993621,0.000122872,0.00004610668,0.0001009725,0.0003019692,0.00006605882],"domain_scores_gemma":[0.9994333,0.00006815074,0.0001387038,0.00005481636,0.0002009121,0.0001040823],"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":[0.0004676378,0.0003858398,0.04182253,0.0027383,0.00007538587,0.004545474,0.000982971,0.002935865,0.7627262,0.004093217,0.00752038,0.1717062],"study_design_scores_gemma":[0.00008226484,0.004705817,0.08163342,0.001897562,0.0003922288,0.006058574,0.004964727,0.01054646,0.5772885,0.005118581,0.3070355,0.0002763554],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8959672,0.009527788,0.05323554,0.00448084,0.0005695909,0.000746146,0.002980865,0.001079742,0.03141221],"genre_scores_gemma":[0.9282486,0.006653569,0.05129097,0.001489745,0.0001347615,0.0005711744,0.002012491,0.000122844,0.009475808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003389742,"threshold_uncertainty_score":0.01133984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008685002805715662,"score_gpt":0.2124228196050671,"score_spread":0.2037378167993515,"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."}}