{"id":"W4379229615","doi":"10.19182/bft2023.355.a36785","title":"Les chenilles consommées dans la région de la réserve de biosphère de Luki en République démocratique du Congo : acteurs, connaissances locales et pressions","year":2023,"lang":"fr","type":"article","venue":"BOIS & FORETS DES TROPIQUES","topic":"African Botany and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Biology; Population; Forestry; Geography; Art; Demography; Sociology","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","sts"],"consensus_categories":[],"category_scores_codex":[0.001380126,0.0004955541,0.0005765835,0.00005370325,0.001165426,0.0003051685,0.0005818813,0.0008526645,0.0002674678],"category_scores_gemma":[0.001345629,0.0002715725,0.0002879592,0.0004435803,0.004278079,0.0004636507,0.0003398906,0.0005669624,0.00002400735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003074683,"about_ca_system_score_gemma":0.0002273858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005046737,"about_ca_topic_score_gemma":0.0288401,"domain_scores_codex":[0.9951129,0.002601904,0.0004631143,0.0005604837,0.0001789234,0.001082697],"domain_scores_gemma":[0.9952262,0.003905039,0.0002409481,0.0001395038,0.0001691394,0.000319194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008615627,0.0002401823,0.820945,0.0001253358,0.0002239886,0.0002384415,0.01306616,0.00005751587,0.0178597,0.1249628,0.01448019,0.007714496],"study_design_scores_gemma":[0.0002554765,0.0005697138,0.8592208,0.0003852532,0.0001106694,0.0001980994,0.01426726,0.0004024543,0.004873079,0.04184342,0.07738915,0.0004846319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9556522,0.007374386,0.0002269767,0.031799,0.0001543757,0.0003469908,0.0002842616,0.0004705534,0.003691216],"genre_scores_gemma":[0.9753253,0.01947046,0.0007905,0.0007089571,0.0003790116,0.0001940215,0.00007260049,0.00001485876,0.003044233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08311939,"threshold_uncertainty_score":0.9999737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02010493147515338,"score_gpt":0.2836504837894157,"score_spread":0.2635455523142623,"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."}}