{"id":"W2064082270","doi":"10.1021/es901189c","title":"Dynamic Cytotoxic Response to Microcystins Using Microelectronic Sensor Arrays","year":2009,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Cytotoxicity; Microcystin-LR; Microcystin; Cyanobacteria; Chemistry; Toxin; Cell culture; In vitro; Biochemistry; Biology; Pharmacology","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":[0.0002599179,0.0004764089,0.0003198887,0.0002790805,0.0001308051,0.0003952881,0.0006724191,0.0007205922,0.0006179058],"category_scores_gemma":[0.0004681821,0.0002218185,0.0002165717,0.0003126552,0.0002445373,0.0005529375,0.0003107281,0.0003392874,0.0003193473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004352226,"about_ca_system_score_gemma":0.0001379916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000331582,"about_ca_topic_score_gemma":0.0006301548,"domain_scores_codex":[0.9994735,0.00005566611,0.00003563222,0.0001487706,0.0002556637,0.00003073386],"domain_scores_gemma":[0.9996765,0.0001008421,0.00007781909,0.00002653434,0.000103028,0.00001530704],"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":[0.00005924993,0.00002346483,0.0005731824,0.0000619697,0.00001032252,0.00007929115,0.00003860636,0.0005162901,0.9914705,0.00006208665,0.0001398791,0.006965195],"study_design_scores_gemma":[0.000007766395,0.0001993872,0.001601169,0.000003651009,0.00001681544,0.0001390022,0.00002614605,0.009106946,0.9875044,0.00005889716,0.001316851,0.00001889702],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9192098,0.003247559,0.07014416,0.0006253552,0.000371652,0.0001329081,0.000812335,0.00155332,0.003902843],"genre_scores_gemma":[0.9362881,0.001316553,0.0572469,0.0005096982,0.00007752194,0.0001776928,0.0003233664,0.00004976829,0.004010324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007205922,"threshold_uncertainty_score":0.003157735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004407605961497619,"score_gpt":0.2238288425136188,"score_spread":0.2194212365521212,"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."}}