{"id":"W2104526281","doi":"10.1093/beheco/aru199","title":"Two faces of environmental effects on mate choice: a comment on Dougherty &amp; Shuker","year":2014,"lang":"en","type":"article","venue":"Behavioral Ecology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Biology","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":[0.00007971149,0.0001300815,0.0002185623,0.000007947494,0.0001236109,0.000008651674,0.0001275357,0.00006774653,0.00041696],"category_scores_gemma":[0.00000764135,0.00004847312,0.00006341353,0.00003709222,0.00006788239,0.00002132955,0.00007204508,0.00008527726,0.0002065241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002593903,"about_ca_system_score_gemma":7.96906e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000185077,"about_ca_topic_score_gemma":0.003230835,"domain_scores_codex":[0.9992548,0.00008189059,0.0001304626,0.0001998839,0.0001071561,0.0002258715],"domain_scores_gemma":[0.9996105,0.0002393727,0.00007187179,0.00002631965,0.000004331684,0.00004762288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001313137,0.0009644617,0.5112122,0.000007004604,0.00001479688,0.000005482303,0.00005983264,0.000002749102,0.441374,0.0003289432,0.004739936,0.04115926],"study_design_scores_gemma":[0.0002826693,0.001914855,0.9360011,0.000009878952,0.00001648863,0.000001342716,0.00002615203,0.000001917748,0.005291111,0.00006717827,0.05627213,0.0001152196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973618,0.00001685013,4.583663e-8,0.001357965,0.0001048702,0.0001580166,0.00006210966,0.00002446929,0.0009138603],"genre_scores_gemma":[0.9983514,0.00001664391,0.00001410723,0.00121762,0.0001032946,0.00002513176,0.00003369472,8.222494e-7,0.0002372719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4360829,"threshold_uncertainty_score":0.4565419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04310485761156188,"score_gpt":0.2648091811079821,"score_spread":0.2217043234964202,"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."}}