{"id":"W4367158477","doi":"10.7202/1084115ar","title":"Elliot FRATKIN, Kathleen A. GAVIN et Eric Abella ROTH, (dirs), African Pastoralists Systems. An Integrated Approach, Boulder, London : Lynne Rienner Publishers, 1994, 247 pages, 45,00$ US (relié)","year":2021,"lang":"en","type":"article","venue":"Culture","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Pastoralism; Sociology; Media studies; Humanities; Art; Geography; Livestock; Forestry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004212329,0.0004692454,0.0004903215,0.00008101437,0.0002424004,0.0005429247,0.0006586408,0.0004217434,0.002486383],"category_scores_gemma":[0.00007391776,0.0003669536,0.0001369542,0.00102273,0.0002158648,0.0009821224,0.0003474403,0.0005989684,0.0003277701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002633371,"about_ca_system_score_gemma":0.00003917967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001408132,"about_ca_topic_score_gemma":0.001871577,"domain_scores_codex":[0.996886,0.0004793801,0.0004152268,0.001024231,0.0004565318,0.0007385969],"domain_scores_gemma":[0.9985996,0.00003402267,0.0002192947,0.0007266358,0.00004732098,0.0003731225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005341696,0.0007261267,0.009509384,0.0001039219,0.0001378495,0.0002187475,0.003440581,0.002075693,0.002419927,0.000868406,0.9789003,0.001545713],"study_design_scores_gemma":[0.0007562047,0.0001980848,0.01749611,0.00003422961,0.00009575214,0.00004304081,0.005111824,0.0008007372,0.00007840495,0.00008587754,0.9747304,0.0005692806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5839998,0.01150638,0.002270014,0.003718296,0.003485402,0.00321131,0.0002377826,0.0008249073,0.3907462],"genre_scores_gemma":[0.8782949,0.000718123,0.003351251,0.001566539,0.0004173105,0.0002370264,0.002407532,0.0001228995,0.1128844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2942952,"threshold_uncertainty_score":0.9998782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01449070628588174,"score_gpt":0.2183756908963108,"score_spread":0.2038849846104291,"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."}}