{"id":"W3095427196","doi":"10.1017/ehs.2020.55","title":"Cultural transmission and ecological opportunity jointly shaped global patterns of reliance on agriculture","year":2020,"lang":"en","type":"article","venue":"Evolutionary Human Sciences","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Max-Planck-Institut für Menschheitsgeschichte; National Science Foundation","keywords":"Foraging; Agriculture; Domestication; Biological dispersal; Ecology; Cultural transmission in animals; Geography; Economic geography; Sociology; Biology; Population","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":[0.0006455459,0.0002039177,0.00034987,0.0009883775,0.0003019581,0.001329109,0.0002246981,0.0002721736,0.002173082],"category_scores_gemma":[0.003035118,0.0001509152,0.0003317192,0.001791924,0.001030856,0.0008832461,0.001215951,0.0004722882,0.000227899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001898609,"about_ca_system_score_gemma":0.0001367736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005607986,"about_ca_topic_score_gemma":0.01154057,"domain_scores_codex":[0.9996046,0.0001522867,0.00002042337,0.0001298167,0.00002477316,0.00006808218],"domain_scores_gemma":[0.9982349,0.0006229071,0.0005910553,0.0003160534,0.00009838547,0.0001366477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000440619,0.00001319842,0.9868352,0.00003322157,0.000253197,0.00008981808,0.001308372,0.00113506,0.0009317633,0.000934342,0.0002718584,0.008150017],"study_design_scores_gemma":[0.000001777159,0.00001272674,0.9964278,0.00001216276,0.0000287722,0.00008613647,0.0009974522,0.001082612,0.00008818318,0.0006501851,0.0006045115,0.000007627983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983747,0.0001633866,0.0004466862,0.00006192472,0.000002415413,0.000001239825,0.0002131969,0.000004726962,0.0007316796],"genre_scores_gemma":[0.999594,0.0000683143,0.0001362685,0.000006899907,0.000002069686,9.602966e-7,0.0001259786,0.000002861922,0.00006271491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005607986,"threshold_uncertainty_score":0.01115072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04722108468410065,"score_gpt":0.2499228804857613,"score_spread":0.2027017958016606,"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."}}