{"id":"W4394772250","doi":"10.5376/ijms.2024.14.0009","title":"Physiological Response of Marine Organisms to Nuclear Pollution","year":2024,"lang":"en","type":"article","venue":"International Journal of Marine Science","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pollution; Radioactive waste; Environmental science; Environmental pollution; Nuclear power; Fukushima Nuclear Accident; Environmental planning; Environmental protection; Ecology; Waste management; Biology; Engineering; Nuclear power plant","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009668486,0.00006710416,0.00009237792,0.0002196599,0.00004030321,0.00006201466,0.0006313228,0.00001965897,0.004904966],"category_scores_gemma":[0.000317729,0.00005076799,0.00006333971,0.0004588461,0.0003117885,0.0004780105,0.0004060458,0.0001141718,0.0001656389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002841894,"about_ca_system_score_gemma":0.00005964841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003620364,"about_ca_topic_score_gemma":0.000004904728,"domain_scores_codex":[0.9986033,0.00004325798,0.0002579873,0.0001592478,0.0008247247,0.0001114993],"domain_scores_gemma":[0.9995772,0.00005395514,0.00006450008,0.00007627866,0.0001238207,0.0001042637],"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":[0.0004834398,0.0001039741,0.003429685,0.0000020318,0.00002319687,0.00008144388,0.0003579931,0.000662598,0.9138549,0.00387624,0.0007955769,0.07632893],"study_design_scores_gemma":[0.0002443529,0.000374044,0.9597213,0.00002576384,0.00000744344,0.0001758176,0.00005709763,0.001012548,0.02705054,0.001480711,0.00976439,0.00008602837],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872387,0.000002892804,0.001717507,0.003936851,0.0007231025,0.00004624472,0.000003758323,0.00001087304,0.006320089],"genre_scores_gemma":[0.9967212,0.00001259504,0.002401837,0.0003564279,0.00006751491,4.458016e-7,4.045833e-7,0.000004930732,0.0004346615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9562916,"threshold_uncertainty_score":0.9960047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010933639198138,"score_gpt":0.2656133895594457,"score_spread":0.2555040531674644,"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."}}