{"id":"W3135436294","doi":"10.1016/j.scitotenv.2021.146320","title":"The dose makes the poison: Non-linear behavioural response to CO2-induced aquatic acidification in zebrafish (Danio rerio)","year":2021,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Women and Children’s Health Research Institute; MacEwan University","funders":"Natural Sciences and Engineering Research Council of Canada; MacEwan University","keywords":"Danio; Zebrafish; Acclimatization; Biology; Escape response; Fish <Actinopterygii>; Anxiety; Fish physiology; Ecology; Zoology; Physiology; Psychology; Fishery; Biochemistry; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.003112997,0.0001380566,0.0001243709,0.0000437661,0.00101952,0.0001291464,0.001164201,0.00003418429,0.0001268162],"category_scores_gemma":[0.0004124093,0.00005547907,0.00008025017,0.0006608184,0.0009867748,0.0001411688,0.0001305654,0.0001943664,0.0001477195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002955471,"about_ca_system_score_gemma":0.0001449118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001911883,"about_ca_topic_score_gemma":0.00005657741,"domain_scores_codex":[0.9976214,0.000666814,0.0003081995,0.000308537,0.00075049,0.0003445877],"domain_scores_gemma":[0.9980446,0.0006994429,0.000162029,0.0009939473,0.00001402035,0.00008592758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001283459,0.000176876,0.004279481,0.00000906325,0.0000225976,0.00001104423,0.006299884,0.08709092,0.8827062,0.0001990185,0.0002139507,0.01770748],"study_design_scores_gemma":[0.0001854976,0.0001282065,0.918569,0.00001985205,0.00001507914,0.00002448867,0.002010392,0.01420856,0.06435125,0.00009872072,0.0002798226,0.0001091034],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743438,0.0001496794,0.000009072774,0.02439072,0.0003253769,0.0005263709,0.00001223852,0.000007137986,0.0002356213],"genre_scores_gemma":[0.9978985,0.00003474469,0.00008689499,0.0001498885,0.00003195468,0.000007222219,0.000002204041,0.000004015069,0.001784599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9142895,"threshold_uncertainty_score":0.7841428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01847112241747729,"score_gpt":0.2287428706166631,"score_spread":0.2102717481991858,"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."}}