{"id":"W4411523817","doi":"10.2478/rtuect-2025-0016","title":"Invasive Plant Biomass as a Source of Lipids for Bioeconomy","year":2025,"lang":"en","type":"article","venue":"Environmental and Climate Technologies","topic":"Botanical Research and Chemistry","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biorefinery; Biomass (ecology); Palmitic acid; Invasive species; Fatty acid; Biology; Agriculture; Biodiversity; Linoleic acid; Botany; Biotechnology; Agronomy; Biofuel; Ecology; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001714656,0.0003271243,0.0001927377,0.0005816754,0.0002070466,0.0005831701,0.0001450675,0.0002466673,0.00139663],"category_scores_gemma":[0.0000847323,0.00007280697,0.0002028103,0.0004225842,0.0001827637,0.0004245458,0.0003798919,0.0003950305,0.0002644531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002902986,"about_ca_system_score_gemma":0.0002098675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008725401,"about_ca_topic_score_gemma":0.002508487,"domain_scores_codex":[0.9998943,0.00001953347,0.00000483945,0.00002278919,0.00004184983,0.00001671077],"domain_scores_gemma":[0.9999007,0.00002007199,0.00003097801,0.000007980752,0.00002501399,0.00001517884],"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":[0.00008904601,0.00003297941,0.001798786,0.000261052,0.00001629659,0.0001947186,0.00005459801,0.0001866222,0.9888707,0.0002592866,0.00005294895,0.008183051],"study_design_scores_gemma":[0.00001375401,0.0005802034,0.05678406,0.0001974465,0.0000977114,0.0008043908,0.0006613518,0.001098804,0.9120483,0.0007822114,0.02690297,0.00002874527],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980709,0.009018907,0.003800478,0.000145272,0.0000360722,0.00003092469,0.000383608,0.00002455162,0.00585119],"genre_scores_gemma":[0.9882178,0.003210455,0.003905768,0.00005429019,0.000008009613,0.00001723138,0.0002948697,0.00001205023,0.004279441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00139663,"threshold_uncertainty_score":0.00467217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008459984500529868,"score_gpt":0.2100377670797096,"score_spread":0.2015777825791798,"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."}}