{"id":"W4410636123","doi":"10.1139/cjps-2025-0029","title":"Economic analysis of legume-based intercropping across Canadian Prairies","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Plant Science","topic":"Agronomic Practices and Intercropping Systems","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Agriculture and Agri-Food Canada","funders":"Alberta Pulse Growers Commission; Manitoba Crop Alliance; Saskatchewan Canola Development Commission; Ministry of Agriculture - Saskatchewan; Agriculture and Agri-Food Canada; Western Grains Research Foundation; Alberta Wheat Commission; General Mills","keywords":"Intercropping; Legume; Agroforestry; Economic analysis; Agronomy; Geography; Biology; Agricultural economics; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001221563,0.0003914941,0.0003522539,0.00171586,0.001788524,0.001326996,0.001670767,0.0003432334,0.001471849],"category_scores_gemma":[0.002186837,0.000262817,0.0005686556,0.003600281,0.0009123042,0.0004538567,0.0007216478,0.0005000019,0.0000969569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0501718,"about_ca_system_score_gemma":0.02028296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9841406,"about_ca_topic_score_gemma":0.9952734,"domain_scores_codex":[0.9991052,0.00009563595,0.00002094006,0.0001534237,0.0002900539,0.0003347465],"domain_scores_gemma":[0.9983784,0.0002422726,0.0002005427,0.0001051124,0.000714038,0.000359524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001499038,0.0007501275,0.8615029,0.0003289436,0.0008465071,0.001659226,0.002658201,0.03037488,0.02057034,0.003793151,0.002271212,0.07374552],"study_design_scores_gemma":[0.00001409345,0.0001463974,0.9885832,0.00001769977,0.00007839997,0.00005310319,0.001685262,0.006401563,0.0003815813,0.00009591319,0.002521375,0.00002143726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971023,0.0001583311,0.000213751,0.00006139331,0.00000181957,0.00005871715,0.0005013766,0.000005525034,0.001896874],"genre_scores_gemma":[0.9961391,0.0003241408,0.001050795,0.00003067204,0.000001354405,0.00003119817,0.0007369858,0.000006546019,0.00167927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0501718,"threshold_uncertainty_score":0.3640236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01726121527353591,"score_gpt":0.2472766051605201,"score_spread":0.2300153898869842,"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."}}