{"id":"W2090377219","doi":"10.1007/s10113-014-0599-7","title":"How do soil and water conservation practices influence climate change impacts on potato production? Evidence from eastern Canada","year":2014,"lang":"en","type":"article","venue":"Regional Environmental Change","topic":"Climate change impacts on agriculture","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada; Government of New Brunswick; University of New Brunswick","funders":"","keywords":"Climate change; Environmental science; Soil conservation; Yield (engineering); Production (economics); Water conservation; Agroforestry; Agronomy; Geography; Agriculture; Ecology; Irrigation; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001742372,0.0002686644,0.0001857747,0.00001317912,0.0002338483,0.0001391066,0.0001725442,0.0001010074,0.0001155892],"category_scores_gemma":[0.00009132447,0.0001036183,0.00003750486,0.0000765002,0.00009841751,0.001077338,0.0001301758,0.0001487312,0.00004074212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000153,"about_ca_system_score_gemma":0.000003865549,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1635119,"about_ca_topic_score_gemma":0.2474624,"domain_scores_codex":[0.9983107,0.0001156469,0.0001505636,0.0005332144,0.000467276,0.0004225686],"domain_scores_gemma":[0.99919,0.0001838811,0.0002760555,0.0001050877,0.00001815803,0.0002267926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003322636,0.0002446882,0.4422354,0.00007083175,0.0000398654,0.00002926411,0.003060175,0.000002017148,0.5257191,0.00002616915,0.001466458,0.02677377],"study_design_scores_gemma":[0.0001301932,0.0002860519,0.9776579,0.000252094,0.00002415104,0.00003279514,0.001052831,0.00003808345,0.007139967,0.00004426235,0.01301601,0.0003257122],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949603,0.0006026221,4.731688e-8,0.04905039,0.0001203556,0.0004327485,0.0001407759,0.00003111179,0.00001895033],"genre_scores_gemma":[0.9919307,0.002189748,0.000009627459,0.004488093,0.0009308959,0.0001055599,0.0002671867,0.000003535361,0.00007460637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5354224,"threshold_uncertainty_score":0.8420583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07920326232487891,"score_gpt":0.23730860275293,"score_spread":0.1581053404280511,"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."}}