{"id":"W4416243777","doi":"10.17180/ciag-2025-vol106-art09","title":"Conception d'un système circulaire de polyculture-élevage agroécologique : la Plateforme agroécologique de Sherbrooke (Québec)","year":2025,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Agroecology; Resilience (materials science); Production system (computer science); Biodiversity; Agriculture; Corporate governance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001214121,0.0003920737,0.0002918104,0.001488061,0.003704432,0.005285133,0.001241544,0.0008586948,0.008183465],"category_scores_gemma":[0.001672622,0.0001727085,0.0003024709,0.002739657,0.005064134,0.001584227,0.0008945168,0.0009469921,0.0006334241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04668078,"about_ca_system_score_gemma":0.04405235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9412527,"about_ca_topic_score_gemma":0.9431577,"domain_scores_codex":[0.9991431,0.0002249333,0.0000324334,0.0001980648,0.0002199177,0.0001816278],"domain_scores_gemma":[0.9983642,0.0002597305,0.0001437647,0.0001451276,0.0008527371,0.0002345078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001249964,0.0000867485,0.05381489,0.0003986226,0.00005303628,0.0007673758,0.01124484,0.008709908,0.006494719,0.7497206,0.01348947,0.1550948],"study_design_scores_gemma":[0.00005013773,0.0001097194,0.1285298,0.0004405114,0.00003916948,0.0003420174,0.01177416,0.01006096,0.001846197,0.03217613,0.8145193,0.0001119374],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3418431,0.00816737,0.2178783,0.02253141,0.0006331661,0.001303898,0.006469705,0.0008029375,0.40037],"genre_scores_gemma":[0.8600516,0.001797387,0.06295739,0.0005778169,0.00004422654,0.0003825655,0.000899833,0.0000729493,0.07321625],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05874729,"threshold_uncertainty_score":0.3386943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006804710354955648,"score_gpt":0.2042442300404494,"score_spread":0.1974395196854938,"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."}}