{"id":"W7005056293","doi":"","title":"Precision farming in Saskatchewan: to pursue or not to pursue, that is the question","year":2018,"lang":"en","type":"other","venue":"","topic":"Ginger and Zingiberaceae research","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Precision agriculture; Agriculture; Matching (statistics); Work (physics); Dairy farming","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":[0.001670609,0.0002695074,0.0002528165,0.0003737354,0.002342937,0.003967219,0.000812358,0.001439557,0.01050867],"category_scores_gemma":[0.001944333,0.0001518868,0.0002570596,0.00129959,0.002835338,0.001696431,0.001461459,0.00158323,0.001893406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008534363,"about_ca_system_score_gemma":0.05633741,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5681513,"about_ca_topic_score_gemma":0.877076,"domain_scores_codex":[0.9990903,0.000116081,0.00003453366,0.0001452285,0.0002298779,0.0003839672],"domain_scores_gemma":[0.9982778,0.0002696141,0.0001883323,0.000121353,0.0006056176,0.00053724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005212054,0.0002953972,0.1465385,0.001530893,0.0002676245,0.001954706,0.005732917,0.0008789945,0.02783042,0.04596306,0.2149964,0.5534899],"study_design_scores_gemma":[0.00008418009,0.0002380942,0.2061145,0.001375488,0.00009659904,0.0006324849,0.03985333,0.0003091898,0.00446129,0.01303267,0.733665,0.0001371094],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.3235707,0.02544668,0.002578976,0.3928351,0.002858761,0.0001445529,0.003418114,0.0002588738,0.2488884],"genre_scores_gemma":[0.678633,0.05099573,0.008023772,0.06874217,0.000376192,0.0001309652,0.001474806,0.0001194268,0.191504],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4318487,"threshold_uncertainty_score":0.8687839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1665255150471083,"score_gpt":0.5169965310234367,"score_spread":0.3504710159763284,"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."}}