{"id":"W2766153076","doi":"10.1016/j.toxlet.2017.07.575","title":"Introducing a microcystin congener toxicity equivalent","year":2017,"lang":"en","type":"article","venue":"Toxicology Letters","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Palygorskite; Silane; Nanorod; Surface modification; Materials science; Chemical engineering; Nanocomposite; Sedimentation; Microstructure; Polymer; Chemistry; Nanotechnology; Organic chemistry; Composite material; Adsorption","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007322621,0.0001375882,0.0002289291,0.00006288016,0.0005969577,0.0002720724,0.0008048562,0.00008138984,0.001742484],"category_scores_gemma":[0.000264647,0.00012069,0.00006227203,0.0000281316,0.0004926624,0.0001993929,0.0004421744,0.0001686488,0.001091561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008118264,"about_ca_system_score_gemma":0.00004867136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008238189,"about_ca_topic_score_gemma":0.00005258374,"domain_scores_codex":[0.9984449,0.0001076433,0.0001973227,0.0004369217,0.000203621,0.000609619],"domain_scores_gemma":[0.9988653,0.00007741217,0.000138694,0.0007555283,0.00003706048,0.0001259732],"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":[0.00002751742,0.00004616032,0.002435997,0.00001296576,0.000009219434,0.00006437176,0.00006770783,0.00002732731,0.982066,0.0002781975,0.01332028,0.001644222],"study_design_scores_gemma":[0.0005522842,0.00007662002,0.01788145,0.00001479239,0.00001153788,0.00002506418,0.000016352,0.00006943309,0.9689369,0.00007243174,0.01213474,0.000208446],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978552,0.00007162711,0.000381734,0.01845232,0.0008473471,0.0001638146,0.00001138752,0.00006113534,0.001458579],"genre_scores_gemma":[0.9935631,0.000010126,0.001597142,0.003775251,0.0005053553,0.00002905139,0.000001946753,0.0000166612,0.0005013873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01544546,"threshold_uncertainty_score":0.9996862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03014414182815467,"score_gpt":0.3102284319468052,"score_spread":0.2800842901186505,"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."}}