{"id":"W2945438830","doi":"10.1093/beheco/arz069","title":"Better safe than sorry: spider societies mitigate risk by prioritizing caution","year":2019,"lang":"en","type":"article","venue":"Behavioral Ecology","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Division of Integrative Organismal Systems","keywords":"Biology; Spider; Ecology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002111721,0.0001746697,0.0002277838,0.0000110436,0.0002749204,0.00004225371,0.0001467262,0.0002693671,0.001341349],"category_scores_gemma":[0.000008243491,0.0000780264,0.0001482649,0.0001267073,0.0001162948,0.0001789778,0.00007427715,0.0002649268,0.000491283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006673591,"about_ca_system_score_gemma":0.00000874343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006673771,"about_ca_topic_score_gemma":0.0004069062,"domain_scores_codex":[0.9986213,0.0001132186,0.0002332718,0.0004810007,0.0001491873,0.0004019756],"domain_scores_gemma":[0.9996151,0.00003518319,0.0001330758,0.00007999051,0.00005857684,0.00007806285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001444352,0.0001309121,0.5386157,0.000002131247,0.000003446025,0.000002424184,0.00004608529,3.284249e-7,0.4442782,0.00001500877,0.003437091,0.0134542],"study_design_scores_gemma":[0.0001663444,0.0007965621,0.9782996,0.000004990695,0.00005475095,0.00001713028,0.000460904,0.000004612495,0.006894013,0.0001615332,0.01289913,0.0002403917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968776,0.00010556,7.207565e-7,0.001627936,0.0006928859,0.0003206994,0.0000689755,0.0001019668,0.0002036299],"genre_scores_gemma":[0.9965428,0.00005275967,0.00007235863,0.0002243761,0.0002602692,0.00002711702,0.0001432843,0.000002419154,0.002674603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4396839,"threshold_uncertainty_score":0.9995716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01496731311957609,"score_gpt":0.236259507137436,"score_spread":0.2212921940178599,"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."}}