{"id":"W6894281180","doi":"10.5683/sp3/hb2jwu","title":"Development and Evaluation of a Novel Toxicity Test Method with Hyalella azteca to Optimize Reproduction Endpoints","year":2023,"lang":"en","type":"dataset","venue":"The Atrium (University of Guelph)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Hyalella azteca; Reproduction; Reproductive toxicity; Juvenile; Toxicity; Toxicant","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":[0.005932157,0.001792673,0.001923949,0.003975699,0.0008553723,0.001878637,0.003232454,0.002065184,0.0152294],"category_scores_gemma":[0.01271896,0.0006014773,0.001976287,0.00474264,0.0004153214,0.001173814,0.002043057,0.001125247,0.01783818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002096168,"about_ca_system_score_gemma":0.003690312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03825521,"about_ca_topic_score_gemma":0.07961024,"domain_scores_codex":[0.9966017,0.0009801831,0.0005363973,0.0007698496,0.0009277572,0.0001840784],"domain_scores_gemma":[0.9935235,0.002116026,0.0008808683,0.001022675,0.002247892,0.0002090437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000696523,0.0001944853,0.0197457,0.01173763,0.0007370837,0.00014424,0.00011958,0.00529995,0.002786637,0.001509008,0.9150618,0.04196746],"study_design_scores_gemma":[0.0006588896,0.0001492222,0.02660973,0.001104795,0.000487262,0.0001298905,0.0001089239,0.003023686,0.002971694,0.001815119,0.9628245,0.0001163479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001098182,0.0004712241,0.0008834478,0.0001331139,0.00003218546,0.0001102891,0.9955738,0.0005074034,0.001190285],"genre_scores_gemma":[0.001525034,0.0001974524,0.002622474,0.00009787035,0.000005688502,0.0004509784,0.9943844,0.00007501182,0.0006410958],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03825521,"threshold_uncertainty_score":0.07606506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0620289071856119,"score_gpt":0.2908322436937323,"score_spread":0.2288033365081204,"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."}}