{"id":"W6888015180","doi":"10.18164/d9841edc-01a7-4cd4-94b6-110cd61d6a06","title":"Wild Amphibian and Wetland Health and Contaminants, Oil Sands Region","year":2012,"lang":"en","type":"dataset","venue":"ECCC Data Catalogue","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Canada; Gouvernement du Québec; Environment and Climate Change Canada","funders":"","keywords":"Wetland; Oil sands; Boreal; Water quality; Aquatic ecosystem; Amphibian; Snow; Surface water","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001585772,0.0009711216,0.001385386,0.0004869413,0.000468546,0.000328593,0.001731606,0.0006507285,0.00005167535],"category_scores_gemma":[0.0004349375,0.0009221529,0.00004710338,0.0003322625,0.0006878237,0.00129521,0.00300512,0.001010378,0.001605676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001943966,"about_ca_system_score_gemma":0.0005037541,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01733054,"about_ca_topic_score_gemma":0.0678804,"domain_scores_codex":[0.9950184,0.000380332,0.0008444216,0.001916967,0.0005765971,0.001263238],"domain_scores_gemma":[0.991977,0.0002129154,0.000941738,0.005556354,0.00005827405,0.001253697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001257273,0.0001402388,0.001341299,0.001082613,0.0001212593,0.0001192222,0.0001097217,1.42907e-8,0.000003867156,0.00000783338,0.9919322,0.00501602],"study_design_scores_gemma":[0.001638473,0.0001667058,0.001357129,0.0007232541,0.0002356758,0.001300302,0.00009560161,0.000004419963,0.000002363724,0.000006302198,0.9935306,0.0009391409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003926876,0.02140252,0.000003701876,0.000395775,0.0006226331,0.0003840982,0.9766618,0.0001160277,0.00002073462],"genre_scores_gemma":[0.0003691527,0.01970834,0.00007278153,0.0008394275,0.0009551087,0.00003330957,0.9776704,0.0001821096,0.0001693866],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05054986,"threshold_uncertainty_score":0.9993229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05961504801483413,"score_gpt":0.3015057381676714,"score_spread":0.2418906901528373,"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."}}