{"id":"W4402696524","doi":"10.53555/jaz.v45i2.5008","title":"Portable Battery Powered Weed Cutting Machine For Small Scale Farming","year":2024,"lang":"en","type":"article","venue":"Journal Of Advanced Zoology","topic":"Belt Conveyor Systems Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Yukon University","funders":"","keywords":"Weed; Battery (electricity); Scale (ratio); Agriculture; Environmental science; Agricultural engineering; Engineering; Agronomy; Geography; Biology; Archaeology; Cartography; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000120349,0.0003832383,0.0003077043,0.0004276634,0.0002498776,0.0002831562,0.001030834,0.0004555484,0.009790554],"category_scores_gemma":[0.0002568722,0.0001481145,0.0002834552,0.000286169,0.0001479184,0.0007008848,0.0003425432,0.0003059195,0.002545474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001229529,"about_ca_system_score_gemma":0.0001842091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002432874,"about_ca_topic_score_gemma":0.000381722,"domain_scores_codex":[0.9998318,0.00001054801,0.000006542748,0.00003153554,0.0001043804,0.00001508606],"domain_scores_gemma":[0.9998338,0.00002762616,0.00002664,0.00003590949,0.00005454946,0.00002138128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002843388,0.0002373575,0.002332037,0.0008441118,0.00002525076,0.0006179879,0.0001375395,0.001642938,0.5950281,0.001775486,0.008856389,0.3882184],"study_design_scores_gemma":[0.0004040444,0.005672689,0.03813797,0.0004144386,0.0002024948,0.008772753,0.0004496209,0.03906659,0.46425,0.004963815,0.4374631,0.0002024351],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.267756,0.003905182,0.6617571,0.0008456476,0.0006912455,0.0009759463,0.000892111,0.007473993,0.05570284],"genre_scores_gemma":[0.742767,0.001705113,0.1871389,0.0003624937,0.0001277401,0.0005021368,0.0006716713,0.0003169995,0.06640802],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009790554,"threshold_uncertainty_score":0.03275263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007144146380995417,"score_gpt":0.2161441322678418,"score_spread":0.2089999858868464,"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."}}