{"id":"W892594042","doi":"10.2429/proc.2014.8(2)044","title":"Potential uses for solid biofuels from non-food crops","year":2014,"lang":"en","type":"article","venue":"Proceedings of ECOpole","topic":"Bioenergy crop production and management","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; Natural resource economics; Biofuel; Fossil fuel; Biomass (ecology); Renewable fuels; Agricultural economics; Environmental science; Business; Environmental economics; Waste management; Economics; Engineering; Agronomy","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":[0.0002561537,0.0003945314,0.0001832937,0.0006753915,0.0005512662,0.001175524,0.0003386376,0.0006479627,0.006887302],"category_scores_gemma":[0.0001347529,0.0001110002,0.0006106375,0.0006517613,0.0003672083,0.0007213576,0.0005671262,0.0002939647,0.001645623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006156561,"about_ca_system_score_gemma":0.0004584718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001126291,"about_ca_topic_score_gemma":0.004053589,"domain_scores_codex":[0.9998453,0.00002356222,0.000005401159,0.00002332923,0.0000646027,0.00003791164],"domain_scores_gemma":[0.9999068,0.00002432101,0.00001698097,0.000009146368,0.00002561662,0.0000171589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005631124,0.0002796245,0.007690628,0.001788446,0.00004868547,0.002482272,0.0004784447,0.001341764,0.7387757,0.01490666,0.00233778,0.2293068],"study_design_scores_gemma":[0.00003260861,0.0009664331,0.01293678,0.0006228937,0.0001249478,0.001911878,0.002156653,0.001369194,0.649126,0.01178194,0.3189304,0.00004021718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8177862,0.04968582,0.01758996,0.002743631,0.0002776796,0.00008568387,0.001238101,0.00012442,0.1104685],"genre_scores_gemma":[0.9516181,0.01643729,0.009047499,0.0001670881,0.00004311794,0.0000229068,0.0006227447,0.00002952324,0.02201174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006887302,"threshold_uncertainty_score":0.02304035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094853672400012,"score_gpt":0.2046486176963723,"score_spread":0.1937000809723722,"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."}}