{"id":"W2056827553","doi":"10.1002/etc.744","title":"Validating potential toxicity assays to assess petroleum hydrocarbon toxicity in polar soil","year":2011,"lang":"en","type":"article","venue":"Environmental Toxicology and Chemistry","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Nitrification; Environmental chemistry; Mineralization (soil science); Toxicity; Chemistry; Contamination; Soil water; Environmental science; Ecology; Nitrogen; Soil science; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001340066,0.001604709,0.0005153897,0.0005903761,0.0004192649,0.0009462991,0.0006945758,0.0008576367,0.001029596],"category_scores_gemma":[0.001499811,0.0003266615,0.000480043,0.0007408716,0.0004991667,0.0005698269,0.0009669468,0.0007074286,0.000684278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007999368,"about_ca_system_score_gemma":0.0008492902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00508922,"about_ca_topic_score_gemma":0.008876896,"domain_scores_codex":[0.9979328,0.0005452459,0.0001687765,0.0003548176,0.0008006865,0.0001976063],"domain_scores_gemma":[0.9983071,0.0003263563,0.0003550108,0.0001496003,0.0007482562,0.0001137394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001391894,0.0001025102,0.005114588,0.0001623088,0.00002451987,0.00004714948,0.00004540942,0.0007762215,0.9887421,0.00004904252,0.00007594435,0.004721076],"study_design_scores_gemma":[0.00002027276,0.003076917,0.02096751,0.00005844285,0.00007319017,0.0002168704,0.0002881974,0.002671698,0.9683114,0.0001894377,0.004097373,0.00002869051],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494118,0.00219132,0.03688283,0.0002806676,0.00009882323,0.001290303,0.004864036,0.000178869,0.004801396],"genre_scores_gemma":[0.9235235,0.008339803,0.05053273,0.0003838386,0.00006713332,0.001862147,0.007839276,0.00009738763,0.007354219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00508922,"threshold_uncertainty_score":0.0101192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01026416468795858,"score_gpt":0.1984179175387401,"score_spread":0.1881537528507815,"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."}}