{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004618471,0.001103573,0.0002554527,0.000946405,0.0003255392,0.000323711,0.0004693083,0.0004336263,0.003982308],"category_scores_gemma":[0.0002315418,0.0002166892,0.0004327072,0.0007995208,0.0001565893,0.0003013771,0.0006694207,0.0003963996,0.002080909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002496106,"about_ca_system_score_gemma":0.0004179635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002048192,"about_ca_topic_score_gemma":0.003223667,"domain_scores_codex":[0.9992383,0.0001119787,0.00007799474,0.0001046208,0.0004210365,0.00004610234],"domain_scores_gemma":[0.9997194,0.00004248952,0.00003190243,0.00003449423,0.0001480375,0.00002358996],"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":[0.0001003346,0.000125934,0.001074399,0.0001273212,0.00001166021,0.00007520208,0.00003410053,0.0001541818,0.9851841,0.00009122399,0.0002785662,0.01274305],"study_design_scores_gemma":[0.00001732921,0.001403053,0.005326552,0.00002691506,0.00003556564,0.0002381409,0.00005178572,0.0002292272,0.9863409,0.0001080821,0.00621466,0.000007956713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8186219,0.008132127,0.08172209,0.0004246261,0.0003197795,0.001904238,0.007609371,0.001035778,0.08023009],"genre_scores_gemma":[0.8221325,0.01129023,0.06688525,0.0005237281,0.00006453212,0.001552098,0.008123291,0.0001433,0.08928513],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003982308,"threshold_uncertainty_score":0.01332211,"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."}}