{"id":"W2594864567","doi":"10.1139/cjss2012-031","title":"Simplified Microtox † bioassay for drilling waste disposal on lease soils in Alberta","year":2013,"lang":"en","type":"article","venue":"BioOne Complete (BioOne)","topic":"Landfill Environmental Impact Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bioassay; Environmental science; Waste management; Soil water; Drilling fluid; Drilling; Ecology; Engineering; Biology; Soil science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002318719,0.0005042049,0.0005032846,0.0001022257,0.0003230885,0.00009484158,0.000493225,0.0001419063,0.001601758],"category_scores_gemma":[0.000112004,0.0004198429,0.000187223,0.0002617335,0.0004396991,0.0003458092,0.0005088746,0.0002015393,0.004358278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004107511,"about_ca_system_score_gemma":0.000009410483,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008844019,"about_ca_topic_score_gemma":0.001048881,"domain_scores_codex":[0.9971353,0.00008649928,0.0005605511,0.0008244418,0.0003898308,0.00100331],"domain_scores_gemma":[0.9985188,0.0003684693,0.0001840657,0.0006195009,0.000008106563,0.0003010799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003466873,0.001060642,0.09179204,0.0000836575,0.0001200686,0.0000182376,0.001174328,0.001909196,0.8669507,0.0002048846,0.02800487,0.008334686],"study_design_scores_gemma":[0.01478683,0.00264942,0.61764,0.0005519245,0.0001762254,0.00005219145,0.001116939,0.02801749,0.2400518,0.003653765,0.08583586,0.005467538],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874513,0.00004653607,0.0004067672,0.003075335,0.0002425457,0.002307733,0.0001631323,0.00006024769,0.006246415],"genre_scores_gemma":[0.9950492,0.00003162343,0.001141666,0.001393192,0.0001254549,0.0003475646,0.00009724205,0.00006570979,0.001748376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6268989,"threshold_uncertainty_score":0.9998254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.178616764196483,"score_gpt":0.2391894720323256,"score_spread":0.06057270783584259,"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."}}