{"id":"W4413838777","doi":"10.24908/iqurcp19820","title":"The Effects of Water Hardness on Daphnia Response to Chloride Exposure.","year":2025,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Daphnia; Daphnia magna; Chloride; Chemistry; Metallurgy; Environmental chemistry; Materials science; Biology; Zoology; Toxicity; Crustacean","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008024197,0.0002209548,0.0002174063,0.0001642302,0.0002083248,0.0003138829,0.0001845969,0.0003133045,0.001393735],"category_scores_gemma":[0.0001577273,0.0001513663,0.0002689448,0.0001546724,0.0001962101,0.000178546,0.0002776871,0.0005658692,0.0002131473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005171458,"about_ca_system_score_gemma":0.000224714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006762983,"about_ca_topic_score_gemma":0.01521201,"domain_scores_codex":[0.9998789,0.00001550282,0.00000999514,0.00002672637,0.00003573639,0.00003310206],"domain_scores_gemma":[0.9998085,0.00003401855,0.00004384512,0.00001237731,0.00005332361,0.00004794978],"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":[0.0004967308,0.00004096696,0.006670288,0.00006875026,0.00001497037,0.00009543636,0.0001105095,0.00006033274,0.9893904,0.00001650681,0.0001765913,0.00285839],"study_design_scores_gemma":[0.00003181986,0.003489075,0.5886468,0.00001638385,0.00005608759,0.0002427715,0.00074289,0.0005350242,0.4022108,0.00006785706,0.003923138,0.00003727797],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949285,0.000654605,0.0002775022,0.0001561991,0.00003019747,0.00003584513,0.0009432125,0.00002842249,0.002945592],"genre_scores_gemma":[0.9944637,0.00032769,0.0005023582,0.0002546251,0.000009796029,0.00003547479,0.0006905586,0.000007584012,0.003708075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006762983,"threshold_uncertainty_score":0.01344723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06162953047851125,"score_gpt":0.4127086887409928,"score_spread":0.3510791582624816,"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."}}