{"id":"W2044654586","doi":"10.1111/j.0014-3820.2002.tb00195.x","title":"HOW WELL DO MATING FREQUENCY AND DURATION PREDICT PATERNITY SUCCESS IN THE POLYGYNANDROUS WATER STRIDER AQUARIUS REMIGIS?","year":2002,"lang":"en","type":"article","venue":"Evolution","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Mating; Ecology; Zoology; Evolutionary biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002629427,0.00008223599,0.00006848652,0.00001076872,0.0002176251,0.0001287201,0.00007896563,0.00007730089,0.0001055736],"category_scores_gemma":[0.0000240656,0.00002430002,0.00002505741,0.0001157771,0.00004085419,0.0003341881,0.000018368,0.0001185353,0.00001565269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003824251,"about_ca_system_score_gemma":8.426569e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001019388,"about_ca_topic_score_gemma":0.0004044577,"domain_scores_codex":[0.9992115,0.0001052209,0.0001372343,0.0002217133,0.0001563235,0.0001679583],"domain_scores_gemma":[0.9998339,0.00001956166,0.00004821336,0.00004853793,0.00002721368,0.00002251592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001401082,0.0001007957,0.6119521,0.000009890885,0.000002803758,0.000006589192,0.0006444231,0.000003338568,0.3630004,0.0001565954,0.000263547,0.02384556],"study_design_scores_gemma":[0.00009919476,0.0001422342,0.9956227,0.00001185892,0.000009506631,0.00003715351,0.0006364486,0.0002220135,0.002260514,0.000540678,0.000317722,0.00009997573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966801,0.0002870504,0.00001722173,0.002300297,0.0001070242,0.000189473,0.000004906142,0.00003271105,0.0003812581],"genre_scores_gemma":[0.9993844,0.00003667354,0.00001327051,0.00001692161,0.0002409021,0.00001179457,0.00002455309,6.169955e-7,0.000270885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3836706,"threshold_uncertainty_score":0.1673818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01849076651574237,"score_gpt":0.1934817037978894,"score_spread":0.174990937282147,"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."}}