{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001227244,0.0001476404,0.00009204364,0.0007356328,0.0003753999,0.0002780249,0.0001522241,0.0001226913,0.0006233443],"category_scores_gemma":[0.000232399,0.0001003579,0.0001179417,0.0004804797,0.0003015228,0.0001700593,0.0001673378,0.0001139269,0.00009210133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008987495,"about_ca_system_score_gemma":0.00060666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1194015,"about_ca_topic_score_gemma":0.2308249,"domain_scores_codex":[0.9998989,0.00001320907,0.000007219725,0.00002351497,0.00002942993,0.00002764264],"domain_scores_gemma":[0.9997703,0.00001485813,0.0001129488,0.000008973175,0.00004977603,0.00004308299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001247043,0.00007691587,0.9895437,0.00001568251,0.00002284311,0.0002736353,0.0004905316,0.00007261761,0.004617926,0.00003082448,0.00009925481,0.004631534],"study_design_scores_gemma":[0.000001498772,0.00007953922,0.9987965,0.000001671688,0.000004316448,0.0001350567,0.0005567537,0.00003877379,0.0002481301,0.000006046274,0.0001305174,0.000001159158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9995642,0.00002113706,0.00001590523,0.00000825935,3.192553e-7,0.000004110338,0.0001368971,0.000001546353,0.0002476638],"genre_scores_gemma":[0.9993463,0.0000462001,0.00007498661,0.000008670417,9.166002e-7,0.000004721583,0.0001387342,4.751166e-7,0.0003789312],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.8805984,"threshold_uncertainty_score":0.2374131,"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."}}