{"id":"W3203359166","doi":"10.9734/bpi/mpebm/v10/13362d","title":"Economic Impact of Water Management Practices for Onion Production in Quebec, Canada","year":2021,"lang":"en","type":"book-chapter","venue":"Book Publisher International (a part of SCIENCEDOMAIN International)","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Sustainability; Business; Production (economics); Agriculture; Irrigation; Work (physics); Greenhouse gas; Climate change; Natural resource economics; Agricultural productivity; Irrigation management; Environmental resource management; Agricultural economics; Environmental science; Economics; Engineering; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008095542,0.0002663778,0.000319939,0.0001688869,0.00007032013,0.0002902091,0.001008853,0.0001166721,0.00439811],"category_scores_gemma":[0.0001559007,0.0001342117,0.0002503161,0.00005587786,0.000122735,0.001812882,0.0003059224,0.0001472249,0.000009397262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001402725,"about_ca_system_score_gemma":0.0003163615,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.23099,"about_ca_topic_score_gemma":0.6281663,"domain_scores_codex":[0.9972365,0.00003150256,0.000888297,0.0006655881,0.0009244141,0.0002536695],"domain_scores_gemma":[0.9976461,0.0001546489,0.001387076,0.0001506481,0.0005792548,0.00008225576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006977612,0.0005164447,0.004012571,0.0001983375,0.00225009,0.00005159991,0.0003462754,0.006917903,0.00486243,0.3440821,0.5907201,0.04534436],"study_design_scores_gemma":[0.0003034111,0.00007137055,0.002812434,0.0002063544,0.00003574082,0.000005083497,0.0001700221,0.000165782,0.00100455,0.007148541,0.9877862,0.0002905088],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03664305,0.0001897881,0.00001847238,0.02624843,0.008987144,0.001475079,0.0005452931,0.00002966604,0.9258631],"genre_scores_gemma":[0.08805043,0.0002769909,0.0002450969,0.0003116469,0.0007302586,0.0001054534,0.001903586,0.000007590837,0.9083689],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3971763,"threshold_uncertainty_score":0.996512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02412049107218148,"score_gpt":0.2574909839731543,"score_spread":0.2333704929009728,"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."}}