{"id":"W4408460502","doi":"10.21083/ruralreview.v6i1.6936","title":"Evaluating the Feasibility of Carbon Dioxide Enrichment in Greenhouses/Vertical Farms through Composting Crop Residues","year":2022,"lang":"en","type":"article","venue":"Rural Review Ontario Rural Planning Development and Policy","topic":"Composting and Vermicomposting Techniques","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Carbon dioxide; Crop; Environmental science; Greenhouse; Greenhouse gas; Crop residue; Agronomy; Waste management; Agriculture; Engineering; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001508801,0.0002530185,0.0004757044,0.00002914221,0.000579724,0.00003296429,0.0003984766,0.00004125637,0.00004589686],"category_scores_gemma":[0.0002471412,0.0001077559,0.00008626387,0.0004668124,0.00008112973,0.00007218034,0.000457285,0.0004587008,8.378469e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004162185,"about_ca_system_score_gemma":0.0001516586,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0704882,"about_ca_topic_score_gemma":0.01231951,"domain_scores_codex":[0.9976814,0.0003709396,0.0007635333,0.0002824129,0.000475344,0.0004263732],"domain_scores_gemma":[0.9990281,0.0005203066,0.000217936,0.0001180081,0.00005037885,0.00006525962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001893808,0.0001437654,0.8749512,0.0002809071,0.00003518543,0.00001404581,0.005702847,0.00006858867,0.04505214,0.0003121987,0.0002235594,0.07302622],"study_design_scores_gemma":[0.0002849108,0.0006539641,0.9882571,0.002524708,0.00003678321,0.00007291108,0.0006117558,0.00008994198,0.001408742,0.0006869699,0.004940938,0.0004312755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904215,0.005943637,5.505861e-7,0.00244011,0.00005334626,0.0006014673,0.00000549671,0.00008753876,0.0004463057],"genre_scores_gemma":[0.9979873,0.0002783466,0.0006920253,0.0007383777,0.00006532813,0.00006332433,0.00006221588,0.00000276917,0.000110298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1133059,"threshold_uncertainty_score":0.9357015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1176745908166995,"score_gpt":0.3703429095578611,"score_spread":0.2526683187411616,"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."}}