{"id":"W7036765892","doi":"","title":"Clean Energy Powered Fertilizer Production System Integrated with Commercial Greenhouse","year":2025,"lang":"en","type":"dissertation","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Ammonia Synthesis and Nitrogen Reduction","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Production (economics); Renewable energy; Greenhouse; Energy consumption; Work (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002837392,0.00058311,0.0008613109,0.0006036583,0.0004970876,0.00003682798,0.0006394453,0.0008984026,0.0002732632],"category_scores_gemma":[0.00009253337,0.0006405523,0.0003651864,0.0008116255,0.0001005907,0.0004588365,0.00009081925,0.0008875323,0.00004517194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006900434,"about_ca_system_score_gemma":0.0002890336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001301535,"about_ca_topic_score_gemma":0.007105718,"domain_scores_codex":[0.9974489,0.000183769,0.0003998664,0.0008618977,0.0006373974,0.0004682167],"domain_scores_gemma":[0.9979729,0.00006005461,0.0005271895,0.0007103193,0.0005344322,0.0001951183],"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":[0.05879225,0.002339554,0.02003565,0.01135473,0.008568333,0.0005360501,0.0119578,0.001457751,0.6880366,0.008746912,0.006708343,0.1814661],"study_design_scores_gemma":[0.003958843,0.0004573387,0.06541365,0.007337867,0.002990925,0.00009280878,0.03698592,0.0008579337,0.8652917,0.00006257389,0.01368224,0.002868254],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993044,0.0003076837,0.0002914496,0.0001086908,0.0007989826,0.0003425512,0.00009795792,0.0003890829,0.004619609],"genre_scores_gemma":[0.9617189,0.0000503453,0.0004959951,0.00001024471,0.0001521153,0.00000359179,0.001231859,0.00009952971,0.03623746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1785978,"threshold_uncertainty_score":0.9996046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01173978369786414,"score_gpt":0.1973377330759243,"score_spread":0.1855979493780602,"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."}}