{"id":"W1537648234","doi":"10.1002/0471263397.env125","title":"Toxicity Testing Using Micro‐Algae","year":2003,"lang":"en","type":"other","venue":"Encyclopedia of Environmental Microbiology","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Toxicity; Environmental science; Hazard analysis; Algae; Ecotoxicity; Effluent; Environmental chemistry; Chemistry; Biology; Environmental engineering; Ecology; Engineering; Reliability engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002323206,0.000751068,0.0009258575,0.000188584,0.0001609319,0.000006396743,0.000626183,0.001335266,0.08616368],"category_scores_gemma":[0.00004774045,0.0007875207,0.0002119639,0.000234759,0.002045097,0.00007202973,0.0007659593,0.0005646058,0.002543099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004878495,"about_ca_system_score_gemma":0.00002113484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001218849,"about_ca_topic_score_gemma":0.0001224795,"domain_scores_codex":[0.996805,0.000329531,0.0007209509,0.001114854,0.0001330487,0.0008966783],"domain_scores_gemma":[0.9982242,0.0001299279,0.0007755156,0.0006831695,9.578042e-7,0.0001862051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001925661,0.0005782174,0.03145444,0.00003150722,0.0001034744,0.00003770033,0.00004121224,0.00008002705,0.8341589,0.000004785906,0.132518,0.0009725059],"study_design_scores_gemma":[0.0008450222,0.0004119367,0.003010769,0.00005990877,0.0001670344,0.0004076541,0.00005254748,0.00001027764,0.02745763,0.00008845816,0.9663646,0.001124197],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1662905,0.000784927,0.00005839328,0.00001404431,0.0009201837,0.000781566,0.0006130511,0.00009089509,0.8304464],"genre_scores_gemma":[0.01710037,0.001546137,0.03512739,0.0009520733,0.000305974,0.00006586446,0.0003126928,0.001030567,0.9435589],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8338466,"threshold_uncertainty_score":0.9999612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01025951048079395,"score_gpt":0.2104681621114375,"score_spread":0.2002086516306436,"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."}}