{"id":"W6999729326","doi":"","title":"Development of novel solid acid catalysts for biodiesel production from green seed canola oil through alcoholysis process","year":2023,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Saskatchewan","keywords":"Catalysis; Transesterification; Mesoporous material; Biodiesel; Biodiesel production; Alkali metal","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.00009899052,0.0004100236,0.0002796892,0.000408306,0.0001121665,0.0002734345,0.0004551189,0.0003556108,0.000602589],"category_scores_gemma":[0.0001409176,0.0002395132,0.0003638038,0.0002480013,0.0001085564,0.0004329164,0.0002892193,0.0003929422,0.0003542384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001687216,"about_ca_system_score_gemma":0.0001921366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006517057,"about_ca_topic_score_gemma":0.001837723,"domain_scores_codex":[0.9999163,0.000004983296,0.000009698616,0.00001275143,0.00003735548,0.00001898719],"domain_scores_gemma":[0.9999676,0.000003261141,0.000005880369,0.000002714465,0.00001078762,0.000009886148],"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":[0.0000399474,0.00004405161,0.0000954709,0.0001352028,0.00001484303,0.0001029962,0.0000104136,0.0002444784,0.9937815,0.0002008669,0.00006295311,0.005267378],"study_design_scores_gemma":[0.00001549986,0.0001711062,0.0004500336,0.000005659169,0.00002018183,0.00008465177,0.00001404526,0.002929373,0.9935911,0.00004148113,0.002669794,0.000007211331],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702141,0.005908393,0.01630302,0.0002382383,0.0001214266,0.0001644005,0.0002240402,0.0002593502,0.006567101],"genre_scores_gemma":[0.9823361,0.003155523,0.01117953,0.00004730745,0.00001860178,0.00007223038,0.0002628058,0.00002275224,0.002905263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006517057,"threshold_uncertainty_score":0.002015889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01779295840840631,"score_gpt":0.2053677311674568,"score_spread":0.1875747727590505,"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."}}