{"id":"W3118739013","doi":"10.1111/soru.12335","title":"Are All Foragers the Same? Towards a Classification of Foragers","year":2021,"lang":"en","type":"article","venue":"Sociologia Ruralis","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foraging; Subsistence agriculture; Forage; Diversity (politics); Quarter (Canadian coin); Ecology; Sociology; Geography; Economic geography; Biology; Agriculture; Anthropology; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003083745,0.000229023,0.0002805285,0.003149733,0.002037734,0.003845162,0.0007785807,0.0009587923,0.001783884],"category_scores_gemma":[0.005810022,0.0001836327,0.0001912408,0.001727557,0.003938799,0.00332604,0.001922359,0.0007726428,0.0004295949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047837,"about_ca_system_score_gemma":0.001094554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01049739,"about_ca_topic_score_gemma":0.01215185,"domain_scores_codex":[0.9983507,0.0007068818,0.00009815733,0.0002182208,0.0003171581,0.0003088038],"domain_scores_gemma":[0.9973478,0.0006478765,0.0009613693,0.0001470633,0.0004512132,0.000444624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000133324,0.0001069563,0.6160287,0.0001922525,0.00003565677,0.000493546,0.2985567,0.0001205431,0.002553507,0.01944065,0.002651269,0.05968684],"study_design_scores_gemma":[0.00001088705,0.0001612852,0.5628664,0.0003418193,0.00002059593,0.0004469834,0.4124926,0.0007541337,0.0002344433,0.01042022,0.01221127,0.00003943679],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982682,0.0006590732,0.001860364,0.003805852,0.00002272035,0.00005434404,0.00008080129,0.000009841697,0.01082497],"genre_scores_gemma":[0.9978677,0.0002539452,0.0008910035,0.0002412888,0.00001059449,0.00002917556,0.00006734597,0.000002640637,0.0006363429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01049739,"threshold_uncertainty_score":0.02087259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03908488544108618,"score_gpt":0.2715012513058415,"score_spread":0.2324163658647553,"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."}}