{"id":"W6991999562","doi":"","title":"Is there a serious potential for bio-energy based resources for biofuels (especially 2nd generation) taking into consideration that there is no competition with resources for food production or other existing production streams? : a country study","year":2010,"lang":"en","type":"article","venue":"reposiTUm (TU Wien)","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Agriculture, Fisheries and Forestry, Australian Government; European Environment Agency; European Commission; Australian Government; Foreign Agricultural Service; U.S. Department of Agriculture","keywords":"Biofuel; Agriculture; Greenhouse gas; Fossil fuel; Production (economics); Competition (biology); Work (physics); Commodity; Biomass (ecology); Food prices","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":[0.0003313929,0.0003317334,0.0002659454,0.0001932965,0.0007144618,0.0004190001,0.0001211472,0.0001429259,0.00005527547],"category_scores_gemma":[0.0001113266,0.0002730967,0.00008932364,0.0002399946,0.00007071144,0.0005666939,0.00002088073,0.00009104313,0.000001424791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009949291,"about_ca_system_score_gemma":0.00005634114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007374559,"about_ca_topic_score_gemma":0.01235096,"domain_scores_codex":[0.9982335,0.00004789375,0.0004356712,0.0006573098,0.0003205573,0.0003050756],"domain_scores_gemma":[0.9986814,0.00004390057,0.000337094,0.0004089244,0.0004686532,0.00006003498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.009519188,0.003921778,0.01386459,0.007839406,0.003802821,0.00003603658,0.03466845,0.1281709,0.7068138,0.01911775,0.01422436,0.05802095],"study_design_scores_gemma":[0.007986118,0.005374816,0.00343175,0.0006740927,0.0009406818,0.00009024808,0.006035417,0.3975836,0.1893953,0.001266077,0.3851355,0.00208645],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8727312,0.0000990387,0.1208565,0.0005762469,0.001132688,0.003826115,0.00009005825,0.0003814397,0.0003067514],"genre_scores_gemma":[0.9868299,0.000006936272,0.009026349,0.0001516735,0.001483143,0.001196844,0.0001337991,0.0001136102,0.001057768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5174185,"threshold_uncertainty_score":0.9999721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02174469671330862,"score_gpt":0.2406050451248875,"score_spread":0.2188603484115789,"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."}}