{"id":"W1540904041","doi":"10.18331/brj2015.1.2.4","title":"BiodieselAnalyzer: a user-friendly software for predicting the properties of prospective biodiesel","year":2014,"lang":"en","type":"article","venue":"Biofuel Research Journal","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":241,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biodiesel; Software; User Friendly; Computer science; Environmentally friendly; Environmental science; Operating system; Chemistry; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001308007,0.003150621,0.001703418,0.002761551,0.0005132275,0.001329749,0.002041355,0.00100619,0.03629111],"category_scores_gemma":[0.002974246,0.001498758,0.001788426,0.001422424,0.0003595111,0.002067707,0.001578477,0.001991019,0.0262792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005314174,"about_ca_system_score_gemma":0.001298072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003045395,"about_ca_topic_score_gemma":0.002150142,"domain_scores_codex":[0.9993893,0.00004870615,0.0000827665,0.0001726658,0.0002453139,0.00006121735],"domain_scores_gemma":[0.9987934,0.0005083159,0.0001549959,0.0001554797,0.0003278973,0.0000598798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001948849,0.0005997359,0.01393278,0.004139057,0.0008662531,0.001169092,0.0008222355,0.0248341,0.09550942,0.005938017,0.4188081,0.4314324],"study_design_scores_gemma":[0.0005672295,0.0003299822,0.01814727,0.0004714669,0.0003268577,0.001238191,0.0001375182,0.2907,0.2002997,0.01125783,0.4758018,0.0007220997],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.007772845,0.0005657983,0.2567323,0.0001257817,0.0001027716,0.0002058682,0.0285567,0.701616,0.004321924],"genre_scores_gemma":[0.09188496,0.002275899,0.5262641,0.000570724,0.0001149337,0.001956691,0.1395274,0.2082766,0.0291287],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.03629111,"threshold_uncertainty_score":0.1214058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05469608412500338,"score_gpt":0.3030027354591625,"score_spread":0.2483066513341591,"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."}}