{"id":"W4362569571","doi":"10.2139/ssrn.4409067","title":"Techno-Economic Assessment of a Biomass Gasification-Based Polygeneration System for Greenhouses","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Biomass (ecology); Environmental science; Biomass gasification; Greenhouse; Waste management; Greenhouse gas; Biofuel; Engineering; Agronomy; Biology; Ecology","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":[0.0006087965,0.0006720069,0.000622256,0.0007751568,0.0005032622,0.001146546,0.0005764172,0.0008283112,0.002485452],"category_scores_gemma":[0.0005075134,0.0001881593,0.0006570379,0.0005781243,0.000406533,0.0008700225,0.0005121549,0.0003838654,0.0002328297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0019258,"about_ca_system_score_gemma":0.00077362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008037619,"about_ca_topic_score_gemma":0.006460058,"domain_scores_codex":[0.9997227,0.00009052815,0.00001070875,0.00003827169,0.00009030689,0.00004748946],"domain_scores_gemma":[0.9998037,0.00009422034,0.0000140239,0.00001343948,0.00005592399,0.00001869756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004435353,0.0006795851,0.01051154,0.0004543974,0.0001372568,0.0004490209,0.00005651975,0.7742388,0.1639172,0.002409855,0.0004765129,0.04223388],"study_design_scores_gemma":[0.0002463348,0.00438068,0.02128062,0.00002927169,0.0002871323,0.00009154451,0.0002108843,0.7968878,0.1727537,0.001839587,0.001932713,0.00005968441],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912668,0.0002514657,0.00417375,0.00007788276,0.00001834281,0.00008050214,0.0002842586,0.00004720235,0.003799772],"genre_scores_gemma":[0.9985367,0.00008009093,0.0005655217,0.000004252298,0.000001863755,0.0000191824,0.00006918731,0.00000472085,0.0007185179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008037619,"threshold_uncertainty_score":0.01598167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01464770334089228,"score_gpt":0.2521793298216191,"score_spread":0.2375316264807268,"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."}}