{"id":"W2465467661","doi":"10.1111/ele.12621","title":"The ecology of sex explains patterns of helping in arthropod societies","year":2016,"lang":"en","type":"article","venue":"Ecology Letters","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Clarendon Fund; Natural Sciences and Engineering Research Council of Canada; Natural Environment Research Council; Sight Research UK","keywords":"Ecology; Arthropod; Biology; Evolutionary ecology; Host (biology)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003261446,0.0001652127,0.0001775563,0.0003624584,0.0001707575,0.0005088933,0.0002664062,0.0002648727,0.001598471],"category_scores_gemma":[0.001587505,0.0001351002,0.0002267699,0.0002114402,0.0006004554,0.0004245506,0.0004538194,0.0001792066,0.0002632893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001844119,"about_ca_system_score_gemma":0.00009743542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007640615,"about_ca_topic_score_gemma":0.001308232,"domain_scores_codex":[0.9999006,0.00004204303,0.000005778649,0.00002608993,0.00001240311,0.00001317795],"domain_scores_gemma":[0.9993529,0.0003165727,0.0001738339,0.00008269816,0.00003296445,0.00004099208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001973148,0.00006373351,0.8525065,0.0002063208,0.000244432,0.0003326013,0.001033664,0.02814075,0.0403509,0.01567259,0.0005685543,0.06068267],"study_design_scores_gemma":[0.00001494674,0.0000802752,0.9053862,0.00002932121,0.00007498372,0.000427953,0.0006663514,0.057691,0.003198682,0.03064087,0.001769481,0.00001978125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952675,0.0002988006,0.002890619,0.00009922052,0.00000254513,0.000002407747,0.00004426048,0.00001605652,0.001378669],"genre_scores_gemma":[0.9993493,0.00008620845,0.0003751031,0.00001084346,0.000002382772,0.000001369027,0.00001600477,0.000004877557,0.0001539133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001598471,"threshold_uncertainty_score":0.005347431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02227337689972514,"score_gpt":0.1976550285952811,"score_spread":0.1753816516955559,"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."}}