{"id":"W6967415241","doi":"10.5061/dryad.nvx0k6f13","title":"Raw data for: Are standard test species still relevant? A comprehensive assessment of Daphnia pulex reared in laboratory and wild environments and their responses to organic ultraviolet filters","year":2025,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Daphnia pulex; Daphnia; Pulex; Daphnia magna; Ecotoxicology; Cladocera","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":[0.01697707,0.001341086,0.001676839,0.003471078,0.001151168,0.003487326,0.002015132,0.002136985,0.07428956],"category_scores_gemma":[0.05800695,0.0006572007,0.001187035,0.00651518,0.001558405,0.002755237,0.002389422,0.003065725,0.03550943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001420349,"about_ca_system_score_gemma":0.002238615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002123847,"about_ca_topic_score_gemma":0.004213052,"domain_scores_codex":[0.9698821,0.006623374,0.004946985,0.004202175,0.0130816,0.001263764],"domain_scores_gemma":[0.9203952,0.0270106,0.009032375,0.01482114,0.02771481,0.001025904],"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":[0.005743263,0.001593925,0.07001901,0.01484283,0.001446633,0.0007075463,0.000920521,0.001351912,0.05915233,0.005893124,0.47911,0.359219],"study_design_scores_gemma":[0.0003301261,0.001448118,0.1558163,0.002351339,0.000535636,0.0004674186,0.001230486,0.001058132,0.03319117,0.005709087,0.7976301,0.0002320834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.06013788,0.003631002,0.03923613,0.004234708,0.003517499,0.003805239,0.8243567,0.007871288,0.05320954],"genre_scores_gemma":[0.2682287,0.004003091,0.1206786,0.006839556,0.0008272644,0.02102587,0.5356203,0.00653411,0.03624268],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07428956,"threshold_uncertainty_score":0.2485234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05052947440582558,"score_gpt":0.3428862983608551,"score_spread":0.2923568239550295,"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."}}