{"id":"W2966208233","doi":"10.15173/sciential.v1i2.2136","title":"Immortal Hydra as a Model Organism for Metal Toxicity Studies","year":2019,"lang":"en","type":"article","venue":"Sciential - McMaster Undergraduate Science Journal","topic":"Marine Invertebrate Physiology and Ecology","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Lernaean Hydra; Organism; Toxicity; Metal toxicity; Simplicity; Biology; Model organism; Toxicology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0005144307,0.0005474524,0.000614188,0.0008881104,0.0008630719,0.0008619229,0.0009584626,0.0008123702,0.002622877],"category_scores_gemma":[0.0003325767,0.0003015176,0.0006574547,0.0005196886,0.000723439,0.0007367405,0.001662996,0.001758636,0.001269469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000675293,"about_ca_system_score_gemma":0.0007076153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002650189,"about_ca_topic_score_gemma":0.005447531,"domain_scores_codex":[0.9995897,0.00005467008,0.00004495348,0.0001007728,0.0001607226,0.00004917265],"domain_scores_gemma":[0.9996432,0.00007274735,0.00006495106,0.00005810471,0.00006886577,0.00009215547],"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":[0.0004028342,0.0001480678,0.002776838,0.0007402002,0.00006002163,0.0005541039,0.0002286022,0.0006611091,0.9809171,0.00283265,0.001383359,0.009295136],"study_design_scores_gemma":[0.0001847318,0.004605427,0.059873,0.0005984439,0.0005954806,0.003191984,0.00152475,0.006547824,0.7236216,0.006045347,0.1929326,0.0002788438],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8535427,0.01722377,0.06691185,0.001979739,0.001036004,0.001629596,0.01944731,0.002236186,0.0359927],"genre_scores_gemma":[0.8539107,0.01245822,0.08680335,0.00115953,0.0001281925,0.001935613,0.01100792,0.0003967323,0.03219971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002650189,"threshold_uncertainty_score":0.0087744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02482148894932179,"score_gpt":0.2737027998877722,"score_spread":0.2488813109384504,"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."}}