{"id":"W4308504795","doi":"10.4081/jae.2022.1387","title":"Aeroponic systems design: considerations and challenges","year":2022,"lang":"en","type":"article","venue":"Journal of Agricultural Engineering","topic":"Innovations in Aquaponics and Hydroponics Systems","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Mitacs","keywords":"Agricultural engineering; Process engineering; Environmental science; Computer science; Mechanical engineering; Engineering; Environmental engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002259073,0.0006445226,0.0008126117,0.0004730972,0.000629317,0.00236566,0.001703771,0.001543801,0.004367422],"category_scores_gemma":[0.002328901,0.0005479949,0.0004657786,0.0004028518,0.0007561313,0.001667122,0.0008572143,0.00111865,0.002117705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009874476,"about_ca_system_score_gemma":0.001077872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002018136,"about_ca_topic_score_gemma":0.002548464,"domain_scores_codex":[0.998604,0.0002651954,0.00007218263,0.0001491505,0.0008274711,0.00008202439],"domain_scores_gemma":[0.9980059,0.000492829,0.0001244977,0.0002146477,0.001032641,0.0001294403],"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":[0.0003614972,0.0003799107,0.004394361,0.004652143,0.000134514,0.0007105903,0.0006860708,0.2191794,0.2016494,0.05151882,0.009097056,0.5072361],"study_design_scores_gemma":[0.0001708888,0.00347618,0.005743497,0.0006250685,0.0001505783,0.00159694,0.001113743,0.4815133,0.09079905,0.02450953,0.3900658,0.0002354721],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.05138161,0.01682017,0.8844149,0.006526075,0.0006013727,0.0007721646,0.0002986281,0.001353692,0.03783142],"genre_scores_gemma":[0.5589084,0.01630708,0.394355,0.0007568768,0.0004648368,0.001172719,0.0004311528,0.0003915849,0.02721244],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.004367422,"threshold_uncertainty_score":0.01461047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04089458109801621,"score_gpt":0.1909062546301559,"score_spread":0.1500116735321397,"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."}}