{"id":"W4366990261","doi":"10.3389/fanim.2023.1180977","title":"Investigating clove oil and its derivatives as anaesthetic agents for decapod crustaceans to improve welfare commercially and at slaughter","year":2023,"lang":"en","type":"article","venue":"Frontiers in Animal Science","topic":"Aquaculture Nutrition and Growth","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of St Andrews; Trent University; Nottingham Trent University","keywords":"Nephrops norvegicus; Shellfish; Crustacean; Fishery; Animal welfare; American lobster; Welfare; Biology; Law; Decapoda; Ecology; Homarus; Fish <Actinopterygii>; Political science; Aquatic animal","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003337425,0.000129398,0.0001543499,0.00004924825,0.0005820919,0.0001136417,0.0002315357,0.00006032307,0.00001569139],"category_scores_gemma":[0.000249364,0.00006161715,0.00002659714,0.0009365767,0.0002872066,0.0002453449,0.0002092513,0.00007097017,0.000008130797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005070169,"about_ca_system_score_gemma":0.0000112308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003804095,"about_ca_topic_score_gemma":0.0002721055,"domain_scores_codex":[0.9987536,0.00003121521,0.0001555459,0.0004530808,0.0002166085,0.000389934],"domain_scores_gemma":[0.9995707,0.00003941217,0.00005110104,0.00003272952,0.00006302148,0.0002429951],"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":[0.00008298185,0.00004121141,0.05123976,0.0000367519,0.000004835147,0.000006178773,0.002315798,0.000002503267,0.8679132,0.002018482,0.006553594,0.06978466],"study_design_scores_gemma":[0.0006165028,0.00106713,0.9194402,0.00009218341,0.000009001034,0.000007449072,0.004781785,0.001750126,0.0204351,0.001744057,0.0495709,0.0004855669],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846374,0.00011903,0.000004995105,0.01441808,0.00009013919,0.0001852631,0.00004973484,0.00003955018,0.0004557589],"genre_scores_gemma":[0.9965554,0.00008760418,0.001558051,0.001191629,0.00004707499,0.00003219858,0.00001148491,0.000001452087,0.0005150423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8682004,"threshold_uncertainty_score":0.4477039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02367634984592606,"score_gpt":0.2638163344300297,"score_spread":0.2401399845841036,"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."}}