{"id":"W4403261869","doi":"10.1139/cjz-2024-0063","title":"Frequency of adult amphibian abnormalities and consequences for fitness-related traits in an uncontaminated environment","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Zoology","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; The Scarborough Hospital; University of Guelph; Ministry of the Environment, Conservation and Parks; Algonquin College; University of Toronto","funders":"","keywords":"Biology; Amphibian; Ecology; Zoology; Evolutionary biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0003626081,0.0001745052,0.0001629642,0.001319527,0.0006392496,0.0004915745,0.0004279574,0.0002082682,0.0008442879],"category_scores_gemma":[0.0009898409,0.0001243869,0.0001660084,0.000807077,0.0007292028,0.0003055277,0.0004653439,0.0002698324,0.00007724998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001386828,"about_ca_system_score_gemma":0.00084812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2119448,"about_ca_topic_score_gemma":0.5628719,"domain_scores_codex":[0.9995422,0.00005743435,0.00002442117,0.0001166912,0.0001424029,0.0001168038],"domain_scores_gemma":[0.9984693,0.0001156569,0.0008573335,0.00006255892,0.0003215839,0.0001735454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001132499,0.00000846376,0.9973476,0.000007134252,0.00001307533,0.00008927163,0.0002194433,0.00003037801,0.0004102892,0.000006503503,0.00003736074,0.001819204],"study_design_scores_gemma":[1.210773e-7,0.000009637547,0.9996444,0.000001715674,0.000002369858,0.00006448146,0.0001958706,0.00001867796,0.00002466389,0.000002725459,0.00003449796,8.735339e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994567,0.00008426395,0.00005107101,0.00001133688,7.060257e-7,0.000003668324,0.0001696958,0.00000234307,0.0002201869],"genre_scores_gemma":[0.999546,0.0000728656,0.0001172139,0.000008544755,0.000001059498,0.000002412868,0.0001626569,0.000001008894,0.0000881172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2119448,"threshold_uncertainty_score":0.4214223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014276179307022,"score_gpt":0.210165178800978,"score_spread":0.2000224170079077,"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."}}