{"id":"W3193422346","doi":"10.1007/978-3-030-65943-1_2","title":"Social Behavior in Naked Mole-Rats: Individual Differences in Phenotype and Proximate Mechanisms of Mammalian Eusociality","year":2021,"lang":"en","type":"book-chapter","venue":"Advances in experimental medicine and biology","topic":"Animal Ecology and Behavior Studies","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; General Electric (Canada)","funders":"","keywords":"Eusociality; Biology; Rodent; Zoology; Mole; Reproduction; Ecology; Hymenoptera; Biochemistry","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":[0.0001865483,0.0002587712,0.0007116607,0.00009065319,0.0000630736,0.00000245562,0.0001219198,0.0003301167,0.0005417161],"category_scores_gemma":[0.00001519874,0.0002082108,0.00002691615,0.00005891002,0.001671704,0.00008407428,0.0003354655,0.0002774768,0.00000148612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008431355,"about_ca_system_score_gemma":0.00001103174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003560286,"about_ca_topic_score_gemma":0.003987758,"domain_scores_codex":[0.9986756,0.00006988675,0.0004405921,0.0004599853,0.000109522,0.0002444001],"domain_scores_gemma":[0.99968,0.00005784274,0.0001595456,0.00006208332,0.000005493665,0.00003501102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000346845,0.0005350991,0.8457381,0.00008711456,0.00003193335,0.0001870966,0.007141994,1.865096e-7,0.04004475,0.08204285,0.00001871196,0.02382529],"study_design_scores_gemma":[0.003995398,0.005277973,0.9072164,0.0004297947,0.000150103,0.000025779,0.01497935,0.000003852586,0.005732482,0.05970988,0.001370593,0.001108372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976791,0.009125399,0.000001863296,0.0001960433,0.0001670885,0.0003955255,0.00002905995,0.00000709418,0.01328695],"genre_scores_gemma":[0.9974186,0.001486688,0.0001386825,0.0001159697,0.00003470554,0.00007589403,0.00003538135,0.000009983213,0.0006840395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06147831,"threshold_uncertainty_score":0.8490588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05404121684815142,"score_gpt":0.3421706179433697,"score_spread":0.2881294010952183,"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."}}