{"id":"W4310215209","doi":"10.1098/rstb.2021.0431","title":"Female cooperative labour networks in hunter–gatherers and horticulturalists","year":2022,"lang":"en","type":"article","venue":"Philosophical Transactions of the Royal Society B Biological Sciences","topic":"Primate Behavior and Ecology","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute on Aging; Agence Nationale de la Recherche","keywords":"Subsistence agriculture; Context (archaeology); Agriculture; Foraging; Demographic economics; Geography; Ecology; Economics; Biology","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":[0.0005321036,0.0001130707,0.000209309,0.00001502567,0.0007295578,0.00001475386,0.0004332522,0.0001197966,0.001944447],"category_scores_gemma":[0.00001608697,0.00006455096,0.0001745646,0.0004591287,0.001331095,0.00003510144,0.00008747818,0.0004585009,0.000002389161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005309696,"about_ca_system_score_gemma":0.0000179718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00026299,"about_ca_topic_score_gemma":0.00002117624,"domain_scores_codex":[0.9986282,0.0003461289,0.0002373424,0.0003400619,0.0001461014,0.0003021684],"domain_scores_gemma":[0.9995604,0.0001771811,0.00006752214,0.0001192905,0.00001879278,0.00005685508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004519584,0.003719932,0.7884777,0.00002572064,0.0002687034,0.00001839365,0.01412292,0.09089607,0.002840679,0.09002881,0.0003703412,0.008778811],"study_design_scores_gemma":[0.001251838,0.00182539,0.965986,0.00001254709,0.00005440169,0.00003863721,0.01313815,0.007623883,0.0001260667,0.009019327,0.0004520166,0.000471769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924319,0.000285067,0.0002727813,0.005513342,0.0003399536,0.000209242,0.00004005988,0.00002336221,0.000884229],"genre_scores_gemma":[0.9990051,0.00003201892,0.00008146939,0.0006209807,0.00003122346,0.00009548268,0.000001581188,0.000003111863,0.0001290567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1775083,"threshold_uncertainty_score":0.9989679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06272911116427986,"score_gpt":0.3203708026541742,"score_spread":0.2576416914898943,"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."}}