{"id":"W1972762617","doi":"10.1016/j.aquatox.2009.11.020","title":"Saltatory ontogeny of fishes and sensitive early life stages for ecotoxicology tests","year":2009,"lang":"en","type":"article","venue":"Aquatic Toxicology","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":100,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"L'Oreal USA","keywords":"Biology; Paramecium aurelia; Danio; Ontogeny; Zebrafish; Hatching; Zoology; Context (archaeology); Yolk; Larva; Ecology; Paramecium; Cell biology; Genetics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005129915,0.0003041301,0.000623479,0.0001056329,0.000222598,0.00001167641,0.0002572403,0.0004865013,0.0009907435],"category_scores_gemma":[0.0007430535,0.0003058353,0.0001041075,0.0001708716,0.001132446,0.0001869641,0.000166876,0.0002274044,0.0001310409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001477717,"about_ca_system_score_gemma":0.00003746466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003457402,"about_ca_topic_score_gemma":0.0008231475,"domain_scores_codex":[0.9976991,0.0002565314,0.0005802999,0.0006356133,0.0001497379,0.0006787087],"domain_scores_gemma":[0.9979941,0.00109223,0.0003092088,0.0003234324,0.00001098836,0.000270102],"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":[0.0005969112,0.001387273,0.1896506,0.00003897259,0.0001628852,0.00005147763,0.00195374,0.0003014634,0.7776153,0.002220257,0.009870821,0.01615025],"study_design_scores_gemma":[0.002102944,0.007323578,0.9110638,0.00001049473,0.0001175247,0.00005955408,0.0002936257,0.0005463003,0.06634197,0.008359835,0.003276407,0.0005038832],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929293,0.00009389786,0.0005453677,0.001383001,0.0002489927,0.0009793843,0.00002765171,0.00005003327,0.003742411],"genre_scores_gemma":[0.9896091,0.00005345841,0.004439606,0.004733158,0.00007145738,0.0001004791,0.000009306063,0.00002330995,0.0009600982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7214133,"threshold_uncertainty_score":0.9999394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01220289059652086,"score_gpt":0.2449053853310374,"score_spread":0.2327024947345165,"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."}}