{"id":"W4200554609","doi":"10.1126/science.abf0130","title":"The energetics of uniquely human subsistence strategies","year":2021,"lang":"en","type":"article","venue":"Science","topic":"Primate Behavior and Ecology","field":"Psychology","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Agence Nationale de la Recherche","keywords":"Subsistence agriculture; Energetics; Human evolution; Subsistence economy; Energy (signal processing); Bipedalism; Ecology; Natural resource economics; Economics; Geography; Biology; Archaeology; Agriculture; Mathematics","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":[0.0004364155,0.0000445713,0.00006848683,0.00002667912,0.0003074632,0.00004610984,0.0004677359,0.00003055354,0.0002399206],"category_scores_gemma":[0.00004103653,0.00003239753,0.000023773,0.0003714179,0.001168991,0.00008433395,0.0000953684,0.00006561488,0.00002882318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001785492,"about_ca_system_score_gemma":0.0002321867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003365697,"about_ca_topic_score_gemma":0.0002423279,"domain_scores_codex":[0.9992514,0.00004566778,0.0001329995,0.0001805198,0.0001397799,0.00024959],"domain_scores_gemma":[0.9993468,0.00005319387,0.00005116199,0.0003751212,0.0001367175,0.00003700423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000002677565,0.0000567649,0.01367465,0.000002336573,0.000002887283,0.00002292838,0.001447871,0.000005183094,0.394826,0.5874088,0.0001595793,0.002390313],"study_design_scores_gemma":[0.0001237508,0.00008860439,0.8848893,0.000004727024,0.000009784993,0.00003690913,0.009491377,0.000005630989,0.08746434,0.01378569,0.003998589,0.0001012826],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9114832,0.0002484165,0.00003451626,0.0001582584,0.0005404698,0.0000248382,0.000001539732,0.00001497514,0.08749377],"genre_scores_gemma":[0.9980032,0.00001971851,0.0001450101,0.00004838337,0.000007719736,0.000005593912,5.921105e-7,0.000002605308,0.001767132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8712147,"threshold_uncertainty_score":0.4307194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04816436362820953,"score_gpt":0.3805461005714688,"score_spread":0.3323817369432592,"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."}}