{"id":"W1991717716","doi":"10.1046/j.0021-8901.2001.00682.x","title":"Evaluating fluctuating asymmetry in a stream‐dwelling insect as an indicator of low‐level thermal stress: a large‐scale field experiment","year":2001,"lang":"en","type":"article","venue":"Journal of Applied Ecology","topic":"Morphological variations and asymmetry","field":"Mathematics","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Environmental science; Fluctuating asymmetry; Scale (ratio); Asymmetry; Field (mathematics); Ecology; Biology; Geography; Physics; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001645661,0.0001680738,0.0005485071,0.0003143497,0.00008200742,0.0000183067,0.0002883878,0.0002414323,0.001015717],"category_scores_gemma":[0.0004626251,0.0001381979,0.0001068797,0.0002680498,0.00003153711,0.00009524061,0.00009043999,0.0004825702,0.000007240114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008656043,"about_ca_system_score_gemma":0.0001254421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000156626,"about_ca_topic_score_gemma":0.00004609014,"domain_scores_codex":[0.9979028,0.0001457612,0.001076392,0.0002089491,0.0003204729,0.0003456058],"domain_scores_gemma":[0.9975717,0.001010395,0.001013666,0.0002107959,0.00008552064,0.0001079374],"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":[0.004090487,0.0224866,0.2478071,0.000740402,0.001110802,0.0008442816,0.03596064,0.01336104,0.5104789,0.0698407,0.0007631516,0.09251589],"study_design_scores_gemma":[0.02540618,0.01369032,0.2384328,0.001007634,0.0005680005,0.0006492466,0.07315292,0.04596553,0.432842,0.1659568,0.0002036981,0.002124833],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939137,0.00003819227,0.003566324,0.00006967492,0.00009285681,0.000219694,0.000006356828,0.00001046043,0.002082722],"genre_scores_gemma":[0.9411401,0.00001261644,0.05843924,0.0001927228,0.0001688406,0.00001627135,0.000002760651,0.00001806713,0.000009363419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09611608,"threshold_uncertainty_score":0.9998975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06934305975681943,"score_gpt":0.3596192929091793,"score_spread":0.2902762331523599,"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."}}