{"id":"W2269559894","doi":"10.18331/brj2015.2.3.6","title":"Microwave-assisted methyl esters synthesis of Kapok (Ceiba pentandra) seed oil: parametric and optimization study","year":2015,"lang":"en","type":"article","venue":"Biofuel Research Journal","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ceiba; Chemistry; Organic chemistry; Botany; Pulp and paper industry; Biology; Engineering","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":[0.0002397488,0.0003331781,0.0002831905,0.0002928106,0.0001102085,0.0002744615,0.000212022,0.0002010925,0.0005910486],"category_scores_gemma":[0.0002382119,0.0001663978,0.0003036507,0.0004318846,0.0001362773,0.0002037787,0.0002103064,0.0002653641,0.0001881207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001626565,"about_ca_system_score_gemma":0.0001681191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005183724,"about_ca_topic_score_gemma":0.001346852,"domain_scores_codex":[0.9998964,0.00001024276,0.00001019741,0.00002153471,0.00004562143,0.00001594202],"domain_scores_gemma":[0.9999158,0.0000258889,0.00002729507,0.000007589685,0.00001691214,0.000006498622],"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":[0.0001284343,0.00003797007,0.0003611967,0.0001871242,0.000007456036,0.0001040574,0.00002524835,0.004311605,0.9891931,0.0001327456,0.00002470208,0.005486316],"study_design_scores_gemma":[0.00001429841,0.0003255935,0.001570824,0.000007617298,0.00001948456,0.00006549288,0.00003912721,0.01111042,0.9857599,0.00004480707,0.001029223,0.00001310972],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873788,0.0008913475,0.009546028,0.00003559492,0.00001143651,0.00004189789,0.0001596081,0.00003940254,0.001895993],"genre_scores_gemma":[0.9867601,0.0009742284,0.01103319,0.000006415776,0.000003021781,0.00004953245,0.0001022712,0.00001490913,0.001056384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005910486,"threshold_uncertainty_score":0.001977205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1242403244639699,"score_gpt":0.3495721827847763,"score_spread":0.2253318583208064,"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."}}