{"id":"W3142280925","doi":"10.3390/jmse9040370","title":"Hemocyte Health Status Based on Four Biomarkers to Assess Recovery Capacity in American Lobster (Homarus americanus) after Exposure to Marine Diesel and Diluted Bitumen","year":2021,"lang":"en","type":"article","venue":"Journal of Marine Science and Engineering","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l’Environnement, de la Lutte contre les changements climatiques, de la Faune et des Parcs; Ministère des Ressources naturelles et des Forêts; Université du Québec à Rimouski","funders":"","keywords":"American lobster; Homarus; Diesel fuel; Fishery; Hemolymph; Environmental science; Population; Biology; Toxicology; Crustacean; Ecology; Waste management; Environmental health; Medicine; Engineering","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":[0.0001472241,0.0002911213,0.0001591893,0.0004187737,0.0001484504,0.0002731843,0.00008365487,0.0002737376,0.0007034923],"category_scores_gemma":[0.0001872007,0.000107162,0.0002073083,0.0001923296,0.00023929,0.0001759122,0.0001898687,0.0002874432,0.0001872533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001844774,"about_ca_system_score_gemma":0.000121517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001430242,"about_ca_topic_score_gemma":0.003296293,"domain_scores_codex":[0.9998661,0.00001687341,0.00001461272,0.00004257011,0.0000345441,0.00002512772],"domain_scores_gemma":[0.9998424,0.00001265204,0.00006802983,0.0000105035,0.00003727368,0.00002906395],"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":[0.0009840277,0.0003128336,0.1494343,0.00008589946,0.00005507499,0.0001563125,0.0003970735,0.0001451124,0.8412845,0.0000277195,0.00008454376,0.007032697],"study_design_scores_gemma":[0.00001395935,0.003556947,0.8336141,0.00001461105,0.0001160539,0.0003464132,0.0005657966,0.0003805193,0.1607017,0.00004346704,0.0006269246,0.00001946011],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990774,0.0003467401,0.0001958241,0.00001154536,0.000004004503,0.00001347985,0.0001196326,0.000004535344,0.0002266099],"genre_scores_gemma":[0.9976771,0.0002336495,0.0003663295,0.00003815781,0.000003155615,0.00003760376,0.0002602875,0.000002307927,0.001381256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001430242,"threshold_uncertainty_score":0.002843797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0158751157061084,"score_gpt":0.2265279067940668,"score_spread":0.2106527910879584,"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."}}