{"id":"W7028972096","doi":"","title":"Heterogeneous Motivations and Challenges of Regenerative Agriculture in Saskatchewan: Insights from Case Studies and Bioeconomic Modelling","year":2024,"lang":"en","type":"article","venue":"University Library (University of Saskatchewan)","topic":"Sustainable Agricultural Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Resource (disambiguation); Agricultural productivity; Cropping; Renewable resource","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":[0.002019714,0.0005959949,0.00047165,0.00178542,0.004020209,0.00580127,0.001804239,0.002140364,0.003879028],"category_scores_gemma":[0.003822671,0.000485108,0.0007008744,0.004776004,0.003437078,0.001942891,0.003400949,0.001543645,0.0002208913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03294972,"about_ca_system_score_gemma":0.01484424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6013952,"about_ca_topic_score_gemma":0.7999856,"domain_scores_codex":[0.9985119,0.0008872244,0.00005035049,0.00009048243,0.0001217012,0.0003384248],"domain_scores_gemma":[0.9953085,0.003543779,0.0002984295,0.0001766053,0.0003308181,0.0003419188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005105406,0.001342993,0.1614851,0.0007617188,0.0004409033,0.02274547,0.04747427,0.2214812,0.005357596,0.4773423,0.01011794,0.05094004],"study_design_scores_gemma":[0.0002436803,0.0003204563,0.1258356,0.001514396,0.0003321841,0.001428702,0.3549593,0.2620196,0.001770233,0.1543676,0.0968089,0.0003993574],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9342042,0.0009701385,0.003895556,0.004778358,0.0000161372,0.0001973683,0.0004488077,0.00001525535,0.05547424],"genre_scores_gemma":[0.9901881,0.001346756,0.002587266,0.0002543695,0.000004076281,0.0001490623,0.0001940549,0.000009499555,0.00526666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3986048,"threshold_uncertainty_score":0.8019046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226709583289565,"score_gpt":0.1657870749260802,"score_spread":0.1535199790931845,"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."}}