{"id":"W1515231237","doi":"10.1002/jat.3196","title":"Biological effects and toxicity of diluted bitumen and its constituents in freshwater systems","year":2015,"lang":"en","type":"review","venue":"Journal of Applied Toxicology","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University; University of Lethbridge","funders":"Alberta Innovates","keywords":"Environmental science; Asphalt; Freshwater ecosystem; Aquatic ecosystem; Sink (geography); Benthic zone; Environmental chemistry; Ecosystem; Oil sands; Biota; Geology; Ecology; Oceanography; Chemistry; Biology","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":[0.0002751726,0.0003898364,0.0005457753,0.001112799,0.0002836653,0.000587077,0.0003262183,0.0003483234,0.0008014842],"category_scores_gemma":[0.0003514239,0.000115661,0.0003962976,0.0008312981,0.0002437957,0.0003095321,0.0003262668,0.0002439812,0.0001449692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001093011,"about_ca_system_score_gemma":0.0008946008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01097547,"about_ca_topic_score_gemma":0.02831842,"domain_scores_codex":[0.9996541,0.00004452772,0.00005003284,0.00003647994,0.000181309,0.00003358203],"domain_scores_gemma":[0.9997998,0.00004726156,0.00004878334,0.000003022982,0.00008863732,0.00001258416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006919756,0.0001611246,0.01583302,0.03798314,0.0005484276,0.00292271,0.0008232301,0.004745904,0.4737625,0.001941478,0.002673214,0.4579133],"study_design_scores_gemma":[0.00005250347,0.005357476,0.1472018,0.007488619,0.00194941,0.007375929,0.003106592,0.001678709,0.4192782,0.001853275,0.4043885,0.000269022],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2437555,0.7441484,0.00155371,0.0004697135,0.0001880143,0.00009314627,0.0006891725,0.0000432992,0.009059109],"genre_scores_gemma":[0.3587111,0.6328474,0.002414541,0.0004023487,0.00006895839,0.00004809813,0.0004236159,0.000006827271,0.005077155],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01097547,"threshold_uncertainty_score":0.02182317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03843765388930413,"score_gpt":0.3051286546227389,"score_spread":0.2666910007334347,"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."}}