{"id":"W1908613359","doi":"10.1126/science.295.5561.1816b","title":"Guppy Sex and Gluttony Guided by Orange Glow","year":2002,"lang":"en","type":"article","venue":"Science","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poecilia; Guppy; Orange (colour); Feather; Biology; Poeciliidae; Zoology; Horticulture; Fishery; Fish <Actinopterygii>","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002282917,0.0001805885,0.000158848,0.0002480345,0.0007380265,0.0006358645,0.0001128703,0.0005416966,0.00745422],"category_scores_gemma":[0.0007609849,0.00009367736,0.0001168878,0.0001152246,0.0009827801,0.0003410381,0.0006496313,0.0005843975,0.0004960431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003741978,"about_ca_system_score_gemma":0.0002270665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003511714,"about_ca_topic_score_gemma":0.01033603,"domain_scores_codex":[0.9998953,0.00002388836,0.000001987238,0.00002897112,0.00002455106,0.00002519747],"domain_scores_gemma":[0.999739,0.00003912167,0.00006556978,0.00001370063,0.00002681822,0.0001158069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002153432,0.0004857041,0.5521684,0.0005056861,0.0002692148,0.00836424,0.01361039,0.0001878724,0.1256041,0.03477474,0.04002551,0.2218506],"study_design_scores_gemma":[0.00002925631,0.0004509061,0.9498213,0.00008507696,0.00005287629,0.002852166,0.005603122,0.0001686052,0.003600833,0.004157225,0.03314259,0.00003597068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.942224,0.005630132,0.0005295187,0.005132176,0.000185641,0.00001347958,0.00008831845,0.00004715225,0.0461496],"genre_scores_gemma":[0.9701144,0.001352962,0.000482855,0.001673997,0.00007484775,0.000008389991,0.00005626328,0.00002153983,0.02621483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00745422,"threshold_uncertainty_score":0.02493685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03732898641387637,"score_gpt":0.2355628028878558,"score_spread":0.1982338164739795,"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."}}