{"id":"W7084248288","doi":"","title":"The Future of Canadian Canola Production: Sustainability Under Climate Change","year":2025,"lang":"en","type":"article","venue":"University Library (University of Saskatchewan)","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Canola; Sustainability; Climate change; Agriculture; Food security; Production (economics); Agricultural productivity; Adaptation (eye); Sustainable agriculture","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":[0.0004867961,0.0003968498,0.0001579111,0.0006283658,0.002965081,0.003101544,0.0007550069,0.0005553251,0.002618763],"category_scores_gemma":[0.0009867657,0.00015136,0.0004437463,0.001583212,0.0008482804,0.001043644,0.0007100787,0.0006751083,0.0002320627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04554289,"about_ca_system_score_gemma":0.04737198,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9784158,"about_ca_topic_score_gemma":0.9888072,"domain_scores_codex":[0.9996409,0.00002929919,0.000004550894,0.00004203524,0.0001673475,0.0001158538],"domain_scores_gemma":[0.99966,0.00002732777,0.00001935792,0.00001128868,0.0002369581,0.00004519876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002820559,0.00009776749,0.1103836,0.0008983331,0.000237969,0.0006124931,0.004712341,0.2799353,0.01090205,0.205061,0.07806772,0.3088093],"study_design_scores_gemma":[0.00003740503,0.0001364049,0.1747118,0.0006380557,0.0002966239,0.000290776,0.01374684,0.1944175,0.007885266,0.05370043,0.5538566,0.0002822809],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5328404,0.02177692,0.02292229,0.05001971,0.0005717205,0.000178687,0.00776519,0.0003783537,0.3635467],"genre_scores_gemma":[0.9585012,0.01455288,0.009268023,0.0005914168,0.00003603172,0.0000362824,0.001114889,0.00004592202,0.01585347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04554289,"threshold_uncertainty_score":0.3304384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008173475001355202,"score_gpt":0.1625530703674617,"score_spread":0.1543795953661065,"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."}}