{"id":"W4324059088","doi":"10.1002/crso.20261","title":"Ag Application Drones Are Gaining Ground in Canada, But Obstacles Remain","year":2023,"lang":"en","type":"article","venue":"Crops & Soils","topic":"Plant Parasitism and Resistance","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drone; Aeronautics; Engineering; Computer science; Biology","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":[0.0009422217,0.0006308787,0.0002867007,0.0007874813,0.005322955,0.003028932,0.0009214319,0.001346325,0.1538378],"category_scores_gemma":[0.002068703,0.0002775651,0.0003995331,0.0009386811,0.001490623,0.001899207,0.002046556,0.002043161,0.03019746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01189184,"about_ca_system_score_gemma":0.03140218,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8583297,"about_ca_topic_score_gemma":0.958983,"domain_scores_codex":[0.9987669,0.00004802411,0.00002043769,0.00009170942,0.0007591922,0.0003137319],"domain_scores_gemma":[0.9961982,0.0001404122,0.00008395615,0.00007991611,0.001729431,0.001767952],"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":[0.0001321497,0.000202494,0.01523372,0.0003219291,0.00001310947,0.0003548206,0.001248854,0.0003035105,0.004735125,0.007172924,0.6880871,0.2821943],"study_design_scores_gemma":[0.00001046034,0.00005971637,0.01494952,0.0001094372,0.000004738802,0.00009665721,0.001957828,0.000153936,0.0007105045,0.0007441973,0.9811787,0.00002445672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05059937,0.01016537,0.005425869,0.1061671,0.005110362,0.0004237897,0.007921423,0.003909915,0.8102769],"genre_scores_gemma":[0.1159308,0.009064258,0.008827254,0.01262455,0.0002836669,0.00005762032,0.004496546,0.0007612196,0.8479541],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1538378,"threshold_uncertainty_score":0.5146385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01782940730675856,"score_gpt":0.2097500876669361,"score_spread":0.1919206803601776,"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."}}