{"id":"W2124289445","doi":"10.1098/rspb.2000.0976","title":"Mild environmental stress elicits mutations affecting fitness in<i>Chlamydomonas</i>","year":2000,"lang":"en","type":"article","venue":"Proceedings of the Royal Society B Biological Sciences","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Mutant; Chlamydomonas; Mutation; Mutation rate; Biology; Osmotic shock; Genetics; Stress (linguistics); Animal science; Gene","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":[],"consensus_categories":[],"category_scores_codex":[0.0002849777,0.0001021246,0.00009746378,0.000006992029,0.0002289014,0.00002016695,0.0003872605,0.000124716,0.00007258551],"category_scores_gemma":[0.00004238119,0.00006365777,0.0001386408,0.0001659032,0.0006883817,0.000004597373,0.000133166,0.0000868529,0.000003007131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001502035,"about_ca_system_score_gemma":0.00001408857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002399176,"about_ca_topic_score_gemma":0.000005276705,"domain_scores_codex":[0.9991567,0.0000122104,0.0001626146,0.0002879685,0.0001526341,0.0002278756],"domain_scores_gemma":[0.9998088,0.00001637321,0.00007284201,0.00004776085,0.00001513553,0.000039098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001763315,0.0001644796,0.8317751,0.00001421667,0.00001474005,5.054047e-8,0.0002460409,0.002508381,0.1624206,0.0001202939,0.000381924,0.002336449],"study_design_scores_gemma":[0.0006120541,0.0004573235,0.9134277,0.00005207849,0.00001329249,0.000004278025,0.002341274,0.01385153,0.06719039,0.0007673869,0.0009068918,0.0003757654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968811,0.0002044057,0.00001202705,0.0001611102,0.00003408459,0.0001352969,0.0000172615,0.000007709414,0.00254701],"genre_scores_gemma":[0.9985299,0.0001430843,0.0005966428,0.000183925,0.00005079652,0.000009343948,0.000007257017,0.000003262806,0.0004758572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09523024,"threshold_uncertainty_score":0.2595888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100251529954187,"score_gpt":0.2345437050686326,"score_spread":0.2245185520732139,"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."}}