{"id":"W2795367869","doi":"10.51847/jeq9wjc","title":"10.51847/JEQ9wJC","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transesterification; Biodiesel production; Biodiesel; Catalysis; Glycerol; Organic chemistry; Chemistry; Context (archaeology); Animal fat; Food science; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002650048,0.001103713,0.0004887016,0.001401603,0.0006533039,0.001335445,0.001058465,0.001598487,0.8503136],"category_scores_gemma":[0.0003979497,0.0002825333,0.0004116165,0.001840429,0.0003961341,0.001463883,0.001115944,0.000885394,0.881609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004922572,"about_ca_system_score_gemma":0.0004865988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001838772,"about_ca_topic_score_gemma":0.001591727,"domain_scores_codex":[0.9998281,0.000009451544,0.00001133727,0.00004977178,0.00006983433,0.0000314395],"domain_scores_gemma":[0.99977,0.00002938099,0.00001517203,0.000030023,0.0001051682,0.00005039081],"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":[0.0000900413,0.0001153248,0.0001985167,0.0007866528,0.00001342344,0.000141459,0.00003459405,0.000162455,0.005825714,0.003701735,0.1357846,0.8531455],"study_design_scores_gemma":[0.000009013813,0.00002656692,0.0003002627,0.0001299801,0.00000444926,0.0001646779,0.00001114244,0.00003399864,0.0005677456,0.0002628907,0.9984851,0.000004082552],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001358366,0.007712781,0.001145628,0.0004421021,0.001281731,0.0001067789,0.0008289281,0.0005236741,0.9865999],"genre_scores_gemma":[0.001825641,0.003333953,0.0007576765,0.0003493676,0.0001760538,0.00004769862,0.0006444812,0.00007994592,0.9927851],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1496864,"threshold_uncertainty_score":0.2135095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02200343009381358,"score_gpt":0.2265995822957653,"score_spread":0.2045961522019517,"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."}}