{"id":"W4396508477","doi":"10.22215/etd/2024-15919","title":"Biological Effects and Baseline Measures of Naturally Occurring Radioactive Materials in Freshwater Fish of the Athabasca Oil Sands Region","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Nuclear Physics; Environment and Climate Change Canada; University of Ottawa","keywords":"Radioecology; Environmental science; Wildlife; Norm (philosophy); Oil sands; Ecosystem; Geography; Ecology; Radionuclide; Archaeology; Biology; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0001757776,0.0001194518,0.00007934236,0.0005964914,0.0004870212,0.0002834417,0.0001861437,0.0001470971,0.0005806557],"category_scores_gemma":[0.0004095854,0.00007367068,0.00009164777,0.0004948631,0.0004782569,0.0001333872,0.0002458835,0.00009847092,0.00008584711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001704102,"about_ca_system_score_gemma":0.001190659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.223831,"about_ca_topic_score_gemma":0.5022702,"domain_scores_codex":[0.9998165,0.00003085588,0.000009165327,0.00003792219,0.00007439731,0.00003121966],"domain_scores_gemma":[0.9997246,0.00002577777,0.00009486618,0.0000128166,0.000108323,0.00003367154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002105214,0.00007015288,0.9497246,0.00002033342,0.00001400742,0.00008571654,0.0005536934,0.000200947,0.0419477,0.0000801937,0.00006122912,0.007030733],"study_design_scores_gemma":[0.000001671969,0.0001125485,0.9973272,0.000001734641,0.000003913678,0.00003024949,0.0004376316,0.00006356667,0.001828564,0.00001320745,0.0001779943,0.000001739379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993573,0.00001530808,0.00005465913,0.000006333666,2.885896e-7,0.000002820697,0.00007990092,0.00000182972,0.0004816782],"genre_scores_gemma":[0.9985632,0.00003961152,0.0003029965,0.000009722547,5.869504e-7,0.00000865468,0.0001945379,0.000001346742,0.0008793043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.776169,"threshold_uncertainty_score":0.4450563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197529943158784,"score_gpt":0.2274130887369999,"score_spread":0.2154377893054121,"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."}}