{"id":"W4410135594","doi":"10.1007/s00040-025-01038-w","title":"Sociable arthropods: broadening conceptions about social insects","year":2025,"lang":"en","type":"article","venue":"Insectes Sociaux","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Entomology; Biology; Ecology; Zoology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00390885,0.0004691395,0.0006774463,0.002994689,0.002054793,0.005901363,0.001527185,0.002343486,0.001975189],"category_scores_gemma":[0.004833308,0.0003752524,0.0005957337,0.001761256,0.01795119,0.01382052,0.002792398,0.004441456,0.000212837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001778691,"about_ca_system_score_gemma":0.0008243011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001542132,"about_ca_topic_score_gemma":0.001901625,"domain_scores_codex":[0.9988561,0.0004748743,0.00007024907,0.000255779,0.0002639182,0.00007917312],"domain_scores_gemma":[0.9941592,0.003648288,0.0004788603,0.0006340959,0.0006230233,0.0004564522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004938051,0.00003944474,0.002414596,0.0001036459,0.00001905747,0.0001345941,0.01089821,0.0006604286,0.00102477,0.9424227,0.0009460632,0.0412872],"study_design_scores_gemma":[0.00002386436,0.00004991532,0.006393785,0.0001574895,0.00006029677,0.0007076272,0.004875397,0.003265892,0.0006817767,0.9161943,0.06753881,0.00005084276],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3133985,0.08975396,0.4356461,0.06249257,0.001917885,0.00007033744,0.0001922754,0.0002459042,0.09628247],"genre_scores_gemma":[0.9350344,0.01622901,0.03879703,0.003552428,0.001683121,0.0000927005,0.00007527928,0.00006823121,0.004467685],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005901363,"threshold_uncertainty_score":0.02067226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01785248050989551,"score_gpt":0.3135272685315021,"score_spread":0.2956747880216066,"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."}}