{"id":"W7019834151","doi":"","title":"Immobilization of lipase and biodiesel production from fishery and animal processing waste","year":2012,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","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","keywords":"Transesterification; Oleic acid; Biodiesel; Biodiesel production; Raw material; Acid value; Lipase; Alcohol; Peroxide value","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":[0.000369191,0.0005489591,0.0003574779,0.0003595208,0.0001599589,0.0003552283,0.0003716715,0.000445489,0.0005785859],"category_scores_gemma":[0.0003056003,0.0002207423,0.0005666623,0.0004587714,0.0001806062,0.0002943487,0.0004577159,0.0003809282,0.0004605495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003398522,"about_ca_system_score_gemma":0.00030738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001308805,"about_ca_topic_score_gemma":0.001614072,"domain_scores_codex":[0.9996517,0.00004823149,0.00004159107,0.00007719111,0.0001248561,0.00005646119],"domain_scores_gemma":[0.9999346,0.00001129218,0.00001858445,0.000006682985,0.00002118506,0.000007610528],"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":[0.00004288527,0.00002586467,0.0001712141,0.00006985832,0.000004287151,0.00004029951,0.00001175218,0.0001434756,0.9971107,0.00003918401,0.00001173501,0.002328709],"study_design_scores_gemma":[0.000003655098,0.000144587,0.0007256508,0.000008037234,0.000008201321,0.00005342443,0.00001572016,0.0006503405,0.9976174,0.0000150351,0.0007533869,0.000004480149],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807628,0.003073116,0.01384538,0.000137684,0.00003196752,0.00007530992,0.0001689436,0.00007446882,0.001830371],"genre_scores_gemma":[0.9748678,0.003424241,0.01406634,0.00004643868,0.00001232891,0.0001032438,0.0006127028,0.00002298978,0.006843863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001308805,"threshold_uncertainty_score":0.002602339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472810186893015,"score_gpt":0.2174591328291687,"score_spread":0.2027310309602386,"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."}}