{"id":"W2128618897","doi":"10.25165/ijabe.v8i1.1258","title":"Effect of glycerol on densification of agricultural biomass","year":2015,"lang":"en","type":"article","venue":"International journal of agricultural and biological engineering","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Pellets; Pellet; Straw; Biomass (ecology); Materials science; Pulp and paper industry; Combustion; Animal science; Composite material; Agronomy; Chemistry; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001468153,0.0000997231,0.0001733887,0.0000609106,0.000008311931,0.00001074523,0.000133544,0.00006315143,0.000003783378],"category_scores_gemma":[0.00009410458,0.00004815344,0.00007261656,0.000103941,0.00002903634,0.00007692509,0.0000176254,0.0001069662,0.000001950022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003245123,"about_ca_system_score_gemma":0.000002666756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000207838,"about_ca_topic_score_gemma":2.011743e-7,"domain_scores_codex":[0.9993837,0.00001494525,0.0002988217,0.00006524193,0.0001691534,0.00006809281],"domain_scores_gemma":[0.9994682,0.0000547316,0.0001090169,0.0000344508,0.0002692681,0.00006433154],"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":[0.00007460055,0.00005129684,0.001137222,0.0000461416,0.0001981615,0.000001339117,0.0001116127,0.02273261,0.969254,0.001064092,0.0007305022,0.004598395],"study_design_scores_gemma":[0.0009577483,0.00106902,0.4068892,0.0001141521,0.0000325482,0.0002294725,0.0001955193,0.000585206,0.5887451,0.00002994233,0.0009555306,0.0001966315],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985626,0.0002841569,0.0002484366,0.0002737,0.000411615,0.00005799577,0.0000088641,0.00002598599,0.0001266242],"genre_scores_gemma":[0.9993689,0.00009749279,0.0002920042,0.000004164238,0.000214653,0.000002544229,0.00001022137,0.00000244857,0.000007565833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4057519,"threshold_uncertainty_score":0.196364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01672793087514021,"score_gpt":0.2241449557907838,"score_spread":0.2074170249156435,"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."}}