{"id":"W4407140559","doi":"10.1101/2025.02.02.636125","title":"Discoloration of the Cephalothorax in <i>Pandalus borealis</i> and its Correlation with Internal Cadmium Concentration","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Cephalothorax; Cadmium; Chemistry; Materials science; Fishery; Metallurgy; Biology","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":[0.0001676782,0.0003250817,0.0002531754,0.0008959118,0.0003123504,0.0006028098,0.0001254649,0.0003617186,0.0009888437],"category_scores_gemma":[0.0002970378,0.0001706165,0.0002298952,0.0004120937,0.000333335,0.0002342126,0.0002759126,0.0003454683,0.0002033314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001936076,"about_ca_system_score_gemma":0.00008264582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001840287,"about_ca_topic_score_gemma":0.002500179,"domain_scores_codex":[0.9998643,0.0000151194,0.0000152504,0.00005471524,0.00003326563,0.0000172391],"domain_scores_gemma":[0.999422,0.00005646404,0.0003549518,0.00003166612,0.00007446163,0.0000605784],"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":[0.0006510328,0.0001001844,0.4366768,0.0001375156,0.00008730735,0.0003426268,0.0002150855,0.0001499863,0.5557502,0.00003931661,0.00007161183,0.005778393],"study_design_scores_gemma":[0.000002596543,0.0002150299,0.9822462,0.00000480077,0.0000250605,0.0004792248,0.0001860416,0.0001453129,0.01645052,0.00002166591,0.0002163974,0.000007224708],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992138,0.0001120176,0.0001720134,0.00001287798,0.000002630486,0.000002989477,0.0001131999,0.0000107178,0.0003596735],"genre_scores_gemma":[0.9992639,0.00005439668,0.0002718763,0.0000135318,0.000002172199,0.000003818591,0.0001130133,0.000002616991,0.0002747288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001840287,"threshold_uncertainty_score":0.003659189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134883559376668,"score_gpt":0.2014461731825483,"score_spread":0.1879578172448816,"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."}}